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Research Publications - All / Selected Publications

Select a Topic: All Motion Analysis Character Animation Interaction Modelling Biomedical Engineering Video Analysis Action Recognition 3D Reconstruction Healthcare Diagnosis Crowd Modelling Environment Sensing Virtual Reality Responsible AI Surface Modelling Face Modelling Robotics Artwork Analysis Hands and Gestures Surveillance Cybersecurity Medical Imaging Language Models Air and Space Datasets Literature Review

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Our research centred around topics in visual computing, with a particular focus on modelling spatio-temporal information with responsible AI. Our work is publish in the fields of Computer Vision, Computer Graphics and AI in Healthcare, underpinned by Responsible AI designs and algorithms.

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Citations 100+

Validation of an Ergonomic Assessment Method using Kinect Data in Real Workplace Conditions Impact Factor: 3.1^† Top 25% Journal in Ergonomics^† Citation: 299^#
Applied Ergonomics (AE), 2017
Pierre Plantard, Hubert P. H. Shum, Anne-Sophie Le Pierres and Franck Multon
Topics: Motion Analysis
Webpage Cite This Plain Text

Pierre Plantard, Hubert P. H. Shum, Anne-Sophie Le Pierres and Franck Multon, "Validation of an Ergonomic Assessment Method using Kinect Data in Real Workplace Conditions," Applied Ergonomics, vol. 65, no. Supplement C, pp. 562-569, Elsevier, 2017.

Bibtex

@article{plantard16validation,
author={Plantard, Pierre and Shum, Hubert P. H. and Pierres, Anne-Sophie Le and Multon, Franck},
journal={Applied Ergonomics},
title={Validation of an Ergonomic Assessment Method using Kinect Data in Real Workplace Conditions},
year={2017},
volume={65},
number={Supplement C},
pages={562--569},
numpages={8},
doi={10.1016/j.apergo.2016.10.015},
issn={0003-6870},
publisher={Elsevier},
}

RIS

TY  - JOUR
AU  - Plantard, Pierre
AU  - Shum, Hubert P. H.
AU  - Pierres, Anne-Sophie Le
AU  - Multon, Franck
T2  - Applied Ergonomics
TI  - Validation of an Ergonomic Assessment Method using Kinect Data in Real Workplace Conditions
PY  - 2017
VL  - 65
IS  - Supplement C
SP  - 562
EP  - 569
DO  - 10.1016/j.apergo.2016.10.015
SN  - 0003-6870
PB  - Elsevier
ER  -

Paper

From A to Z: Wearable Technology Explained Impact Factor: 3.9^† Top 25% Journal in Obstetrics & Gynecology^† Citation: 272^#
Maturitas, 2018
Alan Godfrey, Victoria Hetherington, Hubert P. H. Shum, Paolo Bonato, Nigel Lovell and Sam Stuart
Topics: Literature Review
Webpage Cite This Plain Text

Alan Godfrey, Victoria Hetherington, Hubert P. H. Shum, Paolo Bonato, Nigel Lovell and Sam Stuart, "From A to Z: Wearable Technology Explained," Maturitas, vol. 113, pp. 40-47, Elsevier, 2018.

Bibtex

@article{godfrey18from,
author={Godfrey, Alan and Hetherington, Victoria and Shum, Hubert P. H. and Bonato, Paolo and Lovell, Nigel and Stuart, Sam},
journal={Maturitas},
title={From A to Z: Wearable Technology Explained},
year={2018},
volume={113},
pages={40--47},
numpages={8},
doi={10.1016/j.maturitas.2018.04.012},
issn={0378-5122},
publisher={Elsevier},
}

RIS

TY  - JOUR
AU  - Godfrey, Alan
AU  - Hetherington, Victoria
AU  - Shum, Hubert P. H.
AU  - Bonato, Paolo
AU  - Lovell, Nigel
AU  - Stuart, Sam
T2  - Maturitas
TI  - From A to Z: Wearable Technology Explained
PY  - 2018
VL  - 113
SP  - 40
EP  - 47
DO  - 10.1016/j.maturitas.2018.04.012
SN  - 0378-5122
PB  - Elsevier
ER  -

Paper

Real-Time Posture Reconstruction for Microsoft Kinect REF 2014 Submitted Output Impact Factor: 9.4^† Top 10% Journal in Computer Science, Artificial Intelligence^† Citation: 183^#
IEEE Transactions on Cybernetics (TCyb), 2013
Hubert P. H. Shum, Edmond S. L. Ho, Yang Jiang and Shu Takagi
Topics: 3D Reconstruction
Webpage Cite This Plain Text

Hubert P. H. Shum, Edmond S. L. Ho, Yang Jiang and Shu Takagi, "Real-Time Posture Reconstruction for Microsoft Kinect," IEEE Transactions on Cybernetics, vol. 43, no. 5, pp. 1357-1369, IEEE, 2013.

Bibtex

@article{shum13realtime,
author={Shum, Hubert P. H. and Ho, Edmond S. L. and Jiang, Yang and Takagi, Shu},
journal={IEEE Transactions on Cybernetics},
title={Real-Time Posture Reconstruction for Microsoft Kinect},
year={2013},
volume={43},
number={5},
pages={1357--1369},
numpages={13},
doi={10.1109/TCYB.2013.2275945},
issn={2168-2267},
publisher={IEEE},
}

RIS

TY  - JOUR
AU  - Shum, Hubert P. H.
AU  - Ho, Edmond S. L.
AU  - Jiang, Yang
AU  - Takagi, Shu
T2  - IEEE Transactions on Cybernetics
TI  - Real-Time Posture Reconstruction for Microsoft Kinect
PY  - 2013
VL  - 43
IS  - 5
SP  - 1357
EP  - 1369
DO  - 10.1109/TCYB.2013.2275945
SN  - 2168-2267
PB  - IEEE
ER  -

Paper YouTube

Differential Evolution Algorithm as a Tool for Optimal Feature Subset Selection in Motor Imagery EEG Impact Factor: 7.5^† Top 25% Journal in Computer Science, Artificial Intelligence^† Citation: 179^#
Expert Systems with Applications (ESWA), 2017
Muhammad Zeeshan Baig, Nauman Aslam, Hubert P. H. Shum and Li Zhang
Topics: Biomedical Engineering
Webpage Cite This Plain Text

Muhammad Zeeshan Baig, Nauman Aslam, Hubert P. H. Shum and Li Zhang, "Differential Evolution Algorithm as a Tool for Optimal Feature Subset Selection in Motor Imagery EEG," Expert Systems with Applications, vol. 90, pp. 184-195, Elsevier, 2017.

Bibtex

@article{baig17differential,
author={Baig, Muhammad Zeeshan and Aslam, Nauman and Shum, Hubert P. H. and Zhang, Li},
journal={Expert Systems with Applications},
title={Differential Evolution Algorithm as a Tool for Optimal Feature Subset Selection in Motor Imagery EEG},
year={2017},
volume={90},
pages={184--195},
numpages={12},
doi={10.1016/j.eswa.2017.07.033},
issn={0957-4174},
publisher={Elsevier},
}

RIS

TY  - JOUR
AU  - Baig, Muhammad Zeeshan
AU  - Aslam, Nauman
AU  - Shum, Hubert P. H.
AU  - Zhang, Li
T2  - Expert Systems with Applications
TI  - Differential Evolution Algorithm as a Tool for Optimal Feature Subset Selection in Motor Imagery EEG
PY  - 2017
VL  - 90
SP  - 184
EP  - 195
DO  - 10.1016/j.eswa.2017.07.033
SN  - 0957-4174
PB  - Elsevier
ER  -

Paper

Filtering Techniques for Channel Selection in Motor Imagery EEG Applications: A Survey Impact Factor: 10.7^† Top 10% Journal in Computer Science, Artificial Intelligence^† Citation: 175^#
Artificial Intelligence Review (AIRE), 2020
Muhammad Zeeshan Baig, Nauman Aslam and Hubert P. H. Shum
Topics: Biomedical Engineering, Literature Review
Webpage Cite This Plain Text

Muhammad Zeeshan Baig, Nauman Aslam and Hubert P. H. Shum, "Filtering Techniques for Channel Selection in Motor Imagery EEG Applications: A Survey," Artificial Intelligence Review, vol. 53, no. 2, pp. 1207-1232, Springer, 2020.

Bibtex

@article{baig20filtering,
author={Baig, Muhammad Zeeshan and Aslam, Nauman and Shum, Hubert P. H.},
journal={Artificial Intelligence Review},
title={Filtering Techniques for Channel Selection in Motor Imagery EEG Applications: A Survey},
year={2020},
volume={53},
number={2},
pages={1207--1232},
numpages={26},
doi={10.1007/s10462-019-09694-8},
publisher={Springer},
}

RIS

TY  - JOUR
AU  - Baig, Muhammad Zeeshan
AU  - Aslam, Nauman
AU  - Shum, Hubert P. H.
T2  - Artificial Intelligence Review
TI  - Filtering Techniques for Channel Selection in Motor Imagery EEG Applications: A Survey
PY  - 2020
VL  - 53
IS  - 2
SP  - 1207
EP  - 1232
DO  - 10.1007/s10462-019-09694-8
PB  - Springer
ER  -

Paper

MedNeRF: Medical Neural Radiance Fields for Reconstructing 3D-Aware CT-projections from a Single X-ray Citation: 111^#
Proceedings of the 2022 International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2022
Abril Corona-Figueroa, Jonathan Frawley, Sam Bond-Taylor, Sarath Bethapudi, Hubert P. H. Shum and Chris G. Willcocks
Topics: Biomedical Engineering, 3D Reconstruction, Medical Imaging
Webpage Cite This Plain Text

Abril Corona-Figueroa, Jonathan Frawley, Sam Bond-Taylor, Sarath Bethapudi, Hubert P. H. Shum and Chris G. Willcocks, "MedNeRF: Medical Neural Radiance Fields for Reconstructing 3D-Aware CT-projections from a Single X-ray," in EMBC '22: Proceedings of the 2022 International Conference of the IEEE Engineering in Medicine and Biology Society, pp. 3843-3848, Glasgow, UK, IEEE, Jul 2022.

Bibtex

@inproceedings{coronafigueroaa22mednerf,
author={Corona-Figueroa, Abril and Frawley, Jonathan and Bond-Taylor, Sam and Bethapudi, Sarath and Shum, Hubert P. H. and Willcocks, Chris G.},
booktitle={Proceedings of the 2022 International Conference of the IEEE Engineering in Medicine and Biology Society},
series={EMBC '22},
title={MedNeRF: Medical Neural Radiance Fields for Reconstructing 3D-Aware CT-projections from a Single X-ray},
year={2022},
month={7},
pages={3843--3848},
numpages={6},
doi={10.1109/EMBC48229.2022.9871757},
publisher={IEEE},
location={Glasgow, UK},
}

RIS

TY  - CONF
AU  - Corona-Figueroa, Abril
AU  - Frawley, Jonathan
AU  - Bond-Taylor, Sam
AU  - Bethapudi, Sarath
AU  - Shum, Hubert P. H.
AU  - Willcocks, Chris G.
T2  - Proceedings of the 2022 International Conference of the IEEE Engineering in Medicine and Biology Society
TI  - MedNeRF: Medical Neural Radiance Fields for Reconstructing 3D-Aware CT-projections from a Single X-ray
PY  - 2022
Y1  - 7 2022
SP  - 3843
EP  - 3848
DO  - 10.1109/EMBC48229.2022.9871757
PB  - IEEE
ER  -

Paper GitHub

Citations 50+

Interaction Patches for Multi-Character Animation Patent Number: WO/2010/057897 REF 2014 Submitted Output Impact Factor: 7.8^† Top 10% Journal in Computer Science, Software Engineering^† Citation: 99^#
ACM Transactions on Graphics (TOG) - Proceedings of the 2008 ACM SIGGRAPH Asia, 2008
Hubert P. H. Shum, Taku Komura, Masashi Shiraishi and Shuntaro Yamazaki
Topics: Character Animation, Interaction Modelling
Webpage Cite This Plain Text

Hubert P. H. Shum, Taku Komura, Masashi Shiraishi and Shuntaro Yamazaki, "Interaction Patches for Multi-Character Animation," ACM Transactions on Graphics, vol. 27, no. 5, pp. 114:1-114:8, ACM, Dec 2008.

Bibtex

@article{shum08interaction,
author={Shum, Hubert P. H. and Komura, Taku and Shiraishi, Masashi and Yamazaki, Shuntaro},
journal={ACM Transactions on Graphics},
title={Interaction Patches for Multi-Character Animation},
year={2008},
month={12},
volume={27},
number={5},
pages={114:1--114:8},
numpages={8},
doi={10.1145/1409060.1409067},
issn={0730-0301},
publisher={ACM},
Address={New York, NY, USA},
}

RIS

TY  - JOUR
AU  - Shum, Hubert P. H.
AU  - Komura, Taku
AU  - Shiraishi, Masashi
AU  - Yamazaki, Shuntaro
T2  - ACM Transactions on Graphics
TI  - Interaction Patches for Multi-Character Animation
PY  - 2008
Y1  - 12 2008
VL  - 27
IS  - 5
SP  - 114:1
EP  - 114:8
DO  - 10.1145/1409060.1409067
SN  - 0730-0301
PB  - ACM
ER  -

Paper Software YouTube Part 1 YouTube Part 2 YouTube Part 3

Improving Posture Classification Accuracy for Depth Sensor-Based Human Activity Monitoring in Smart Environments Impact Factor: 4.3^† Citation: 97^#
Computer Vision and Image Understanding (CVIU), 2016
Edmond S. L. Ho, Jacky C. P. Chan, Donald C. K. Chan, Hubert P. H. Shum, Yiu-ming Cheung and P. C. Yuen
Topics: Action Recognition
Webpage Cite This Plain Text

Edmond S. L. Ho, Jacky C. P. Chan, Donald C. K. Chan, Hubert P. H. Shum, Yiu-ming Cheung and P. C. Yuen, "Improving Posture Classification Accuracy for Depth Sensor-Based Human Activity Monitoring in Smart Environments," Computer Vision and Image Understanding, vol. 148, pp. 97-110, Elsevier, Jul 2016.

Bibtex

@article{ho16improving,
author={Ho, Edmond S. L. and Chan, Jacky C. P. and Chan, Donald C. K. and Shum, Hubert P. H. and Cheung, Yiu-ming and Yuen, P. C.},
journal={Computer Vision and Image Understanding},
title={Improving Posture Classification Accuracy for Depth Sensor-Based Human Activity Monitoring in Smart Environments},
year={2016},
month={7},
volume={148},
pages={97--110},
numpages={14},
doi={10.1016/j.cviu.2015.12.011},
issn={1077-3142},
publisher={Elsevier},
}

RIS

TY  - JOUR
AU  - Ho, Edmond S. L.
AU  - Chan, Jacky C. P.
AU  - Chan, Donald C. K.
AU  - Shum, Hubert P. H.
AU  - Cheung, Yiu-ming
AU  - Yuen, P. C.
T2  - Computer Vision and Image Understanding
TI  - Improving Posture Classification Accuracy for Depth Sensor-Based Human Activity Monitoring in Smart Environments
PY  - 2016
Y1  - 7 2016
VL  - 148
SP  - 97
EP  - 110
DO  - 10.1016/j.cviu.2015.12.011
SN  - 1077-3142
PB  - Elsevier
ER  -

Paper

Unmanned Aerial Vehicle Visual Detection and Tracking using Deep Neural Networks: A Performance Benchmark H5-Index: 80^# Citation: 94^#
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW), 2021
Brian K. S. Isaac-Medina, Matthew Poyser, Daniel Organisciak, Chris G. Willcocks, Toby P. Breckon and Hubert P. H. Shum
Topics: Surveillance, Video Analysis, Datasets, Air and Space
Webpage Cite This Plain Text

Brian K. S. Isaac-Medina, Matthew Poyser, Daniel Organisciak, Chris G. Willcocks, Toby P. Breckon and Hubert P. H. Shum, "Unmanned Aerial Vehicle Visual Detection and Tracking using Deep Neural Networks: A Performance Benchmark," in ICCVW '21: Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision Workshops, pp. 1223-1232, IEEE/CVF, Oct 2021.

Bibtex

@inproceedings{issacmedina21unmanned,
author={Isaac-Medina, Brian K. S. and Poyser, Matthew and Organisciak, Daniel and Willcocks, Chris G. and Breckon, Toby P. and Shum, Hubert P. H.},
booktitle={Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision Workshops},
series={ICCVW '21},
title={Unmanned Aerial Vehicle Visual Detection and Tracking using Deep Neural Networks: A Performance Benchmark},
year={2021},
month={10},
pages={1223--1232},
numpages={10},
doi={10.1109/ICCVW54120.2021.00142},
publisher={IEEE/CVF},
}

RIS

TY  - CONF
AU  - Isaac-Medina, Brian K. S.
AU  - Poyser, Matthew
AU  - Organisciak, Daniel
AU  - Willcocks, Chris G.
AU  - Breckon, Toby P.
AU  - Shum, Hubert P. H.
T2  - Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision Workshops
TI  - Unmanned Aerial Vehicle Visual Detection and Tracking using Deep Neural Networks: A Performance Benchmark
PY  - 2021
Y1  - 10 2021
SP  - 1223
EP  - 1232
DO  - 10.1109/ICCVW54120.2021.00142
PB  - IEEE/CVF
ER  -

Paper GitHub

Spatio-Temporal Manifold Learning for Human Motions via Long-Horizon Modeling REF 2021 Submitted Output Impact Factor: 4.7^† Top 25% Journal in Computer Science, Software Engineering^† Citation: 93^#
IEEE Transactions on Visualization and Computer Graphics (TVCG), 2021
He Wang, Edmond S. L. Ho, Hubert P. H. Shum and Zhanxing Zhu
Topics: Character Animation
Webpage Cite This Plain Text

He Wang, Edmond S. L. Ho, Hubert P. H. Shum and Zhanxing Zhu, "Spatio-Temporal Manifold Learning for Human Motions via Long-Horizon Modeling," IEEE Transactions on Visualization and Computer Graphics, vol. 27, no. 1, pp. 216-227, IEEE, 2021.

Bibtex

@article{wang21spatiotemporal,
author={Wang, He and Ho, Edmond S. L. and Shum, Hubert P. H. and Zhu, Zhanxing},
journal={IEEE Transactions on Visualization and Computer Graphics},
title={Spatio-Temporal Manifold Learning for Human Motions via Long-Horizon Modeling},
year={2021},
volume={27},
number={1},
pages={216--227},
numpages={12},
doi={10.1109/TVCG.2019.2936810},
publisher={IEEE},
}

RIS

TY  - JOUR
AU  - Wang, He
AU  - Ho, Edmond S. L.
AU  - Shum, Hubert P. H.
AU  - Zhu, Zhanxing
T2  - IEEE Transactions on Visualization and Computer Graphics
TI  - Spatio-Temporal Manifold Learning for Human Motions via Long-Horizon Modeling
PY  - 2021
VL  - 27
IS  - 1
SP  - 216
EP  - 227
DO  - 10.1109/TVCG.2019.2936810
PB  - IEEE
ER  -

Paper YouTube Part 1 YouTube Part 2

Abnormal Infant Movements Classification with Deep Learning on Pose-Based Features REF 2021 Submitted Output Impact Factor: 3.4^† Citation: 80^#
IEEE Access, 2020
Kevin D. McCay, Edmond S. L. Ho, Hubert P. H. Shum, Gerhard Fehringer, Claire Marcroft and Nicholas Embleton
Topics: Biomedical Engineering, Motion Analysis, Video Analysis, Datasets, Healthcare Diagnosis, Responsible AI
Webpage Cite This Plain Text

Kevin D. McCay, Edmond S. L. Ho, Hubert P. H. Shum, Gerhard Fehringer, Claire Marcroft and Nicholas Embleton, "Abnormal Infant Movements Classification with Deep Learning on Pose-Based Features," IEEE Access, vol. 8, no. 1, pp. 51582-51592, IEEE, 2020.

Bibtex

@article{mccay20abnormal,
author={McCay, Kevin D. and Ho, Edmond S. L. and Shum, Hubert P. H. and Fehringer, Gerhard and Marcroft, Claire and Embleton, Nicholas},
journal={IEEE Access},
title={Abnormal Infant Movements Classification with Deep Learning on Pose-Based Features},
year={2020},
volume={8},
number={1},
pages={51582--51592},
numpages={11},
doi={10.1109/ACCESS.2020.2980269},
issn={2169-3536},
publisher={IEEE},
}

RIS

TY  - JOUR
AU  - McCay, Kevin D.
AU  - Ho, Edmond S. L.
AU  - Shum, Hubert P. H.
AU  - Fehringer, Gerhard
AU  - Marcroft, Claire
AU  - Embleton, Nicholas
T2  - IEEE Access
TI  - Abnormal Infant Movements Classification with Deep Learning on Pose-Based Features
PY  - 2020
VL  - 8
IS  - 1
SP  - 51582
EP  - 51592
DO  - 10.1109/ACCESS.2020.2980269
SN  - 2169-3536
PB  - IEEE
ER  -

Paper GitHub

Emulating Human Perception of Motion Similarity Best Paper Award Citation: 80^#
Computer Animation and Virtual Worlds (CAVW) - Proceedings of the 2008 International Conference on Computer Animation and Social Agents (CASA), 2008
Jeff K. T. Tang, Howard Leung, Taku Komura and Hubert P. H. Shum
Topics: Action Recognition
Webpage Cite This Plain Text

Jeff K. T. Tang, Howard Leung, Taku Komura and Hubert P. H. Shum, "Emulating Human Perception of Motion Similarity," Computer Animation and Virtual Worlds, vol. 19, no. 3--4, pp. 211-221, John Wiley and Sons Ltd., 2008.

Bibtex

@article{tang08emulating,
author={Tang, Jeff K. T. and Leung, Howard and Komura, Taku and Shum, Hubert P. H.},
journal={Computer Animation and Virtual Worlds},
title={Emulating Human Perception of Motion Similarity},
year={2008},
volume={19},
number={3--4},
pages={211--221},
numpages={11},
doi={10.1002/cav.v19:3/4},
issn={1546-4261},
publisher={John Wiley and Sons Ltd.},
Address={Chichester, UK},
}

RIS

TY  - JOUR
AU  - Tang, Jeff K. T.
AU  - Leung, Howard
AU  - Komura, Taku
AU  - Shum, Hubert P. H.
T2  - Computer Animation and Virtual Worlds
TI  - Emulating Human Perception of Motion Similarity
PY  - 2008
VL  - 19
IS  - 3--4
SP  - 211
EP  - 221
DO  - 10.1002/cav.v19:3/4
SN  - 1546-4261
PB  - John Wiley and Sons Ltd.
ER  -

Paper YouTube

Machine Learning Algorithms for Network Intrusion Detection Citation: 78^#
Book Chapter: AI in Cybersecurity, 2019
Jie Li, Yanpeng Qu, Fei Chao, Hubert P. H. Shum, Edmond S. L. Ho and Longzhi Yang
Topics: Literature Review
Webpage Cite This Plain Text

Jie Li, Yanpeng Qu, Fei Chao, Hubert P. H. Shum, Edmond S. L. Ho and Longzhi Yang, "Machine Learning Algorithms for Network Intrusion Detection," in AI in Cybersecurity, pp. 151-179, Springer International Publishing, 2019.

Bibtex

@incollection{li19machine,
author={Li, Jie and Qu, Yanpeng and Chao, Fei and Shum, Hubert P. H. and Ho, Edmond S. L. and Yang, Longzhi},
booktitle={AI in Cybersecurity},
title={Machine Learning Algorithms for Network Intrusion Detection},
year={2019},
pages={151--179},
numpages={29},
doi={10.1007/978-3-319-98842-9_6},
isbn={978-3-319-98842-9},
publisher={Springer International Publishing},
Address={Cham},
}

RIS

TY  - CHAP
AU  - Li, Jie
AU  - Qu, Yanpeng
AU  - Chao, Fei
AU  - Shum, Hubert P. H.
AU  - Ho, Edmond S. L.
AU  - Yang, Longzhi
T2  - AI in Cybersecurity
TI  - Machine Learning Algorithms for Network Intrusion Detection
PY  - 2019
SP  - 151
EP  - 179
DO  - 10.1007/978-3-319-98842-9_6
SN  - 978-3-319-98842-9
PB  - Springer International Publishing
ER  -

Paper

A Secure Authentication Protocol for Multi-Server-Based e-Healthcare using a Fuzzy Commitment Scheme Impact Factor: 3.4^† Citation: 72^#
IEEE Access, 2019
Subhas Barman, Hubert P. H. Shum, Samiran Chattopadhyay and Debasis Samanta
Topics: Cybersecurity
Webpage Cite This Plain Text

Subhas Barman, Hubert P. H. Shum, Samiran Chattopadhyay and Debasis Samanta, "A Secure Authentication Protocol for Multi-Server-Based e-Healthcare using a Fuzzy Commitment Scheme," IEEE Access, vol. 7, no. 1, pp. 12557-12574, IEEE, 2019.

Bibtex

@article{barman19secure,
author={Barman, Subhas and Shum, Hubert P. H. and Chattopadhyay, Samiran and Samanta, Debasis},
journal={IEEE Access},
title={A Secure Authentication Protocol for Multi-Server-Based e-Healthcare using a Fuzzy Commitment Scheme},
year={2019},
volume={7},
number={1},
pages={12557--12574},
numpages={18},
doi={10.1109/ACCESS.2019.2893185},
issn={2169-3536},
publisher={IEEE},
}

RIS

TY  - JOUR
AU  - Barman, Subhas
AU  - Shum, Hubert P. H.
AU  - Chattopadhyay, Samiran
AU  - Samanta, Debasis
T2  - IEEE Access
TI  - A Secure Authentication Protocol for Multi-Server-Based e-Healthcare using a Fuzzy Commitment Scheme
PY  - 2019
VL  - 7
IS  - 1
SP  - 12557
EP  - 12574
DO  - 10.1109/ACCESS.2019.2893185
SN  - 2169-3536
PB  - IEEE
ER  -

Paper

On the Design Fundamentals of Diffusion Models: A Survey Citation: 71^#
arXiv Preprint, 2023
Ziyi Chang, George Alex Koulieris and Hubert P. H. Shum
Topics: Literature Review
Webpage Cite This Plain Text

Ziyi Chang, George Alex Koulieris and Hubert P. H. Shum, "On the Design Fundamentals of Diffusion Models: A Survey," arXiv preprint arXiv:2306.04542, 2023.

Bibtex

@article{chang23design,
author={Chang, Ziyi and Koulieris, George Alex and Shum, Hubert P. H.},
journal={arXiv},
title={On the Design Fundamentals of Diffusion Models: A Survey},
year={2023},
numpages={22},
eprint={arXiv:2306.04542},
archivePrefix={arXiv},
primaryClass={cs.LG},
doi={10.48550/arXiv.2306.04542},
url={https://arxiv.org/abs/2306.04542},
}

RIS

TY  - Preprint
AU  - Chang, Ziyi
AU  - Koulieris, George Alex
AU  - Shum, Hubert P. H.
JO  - arXiv preprints
SP  - arXiv:2306.04542
KW  - cs.LG
TI  - On the Design Fundamentals of Diffusion Models: A Survey
PY  - 2023
DO  - 10.48550/arXiv.2306.04542
ER  -

Paper

Interaction-Aware Decision-Making for Automated Vehicles using Social Value Orientation UKRI Trustworthy Autonomous Systems Hub AI and Robotics Research Best Paper Award Finalist Impact Factor: 14.0^† Top 10% Journal in Computer Science, Artificial Intelligence^† Citation: 70^#
IEEE Transactions on Intelligent Vehicles (TIV), 2023
Luca Crosato, Hubert P. H. Shum, Edmond S. L. Ho and Chongfeng Wei
Topics: Robotics, Interaction Modelling
Webpage Cite This Plain Text

Luca Crosato, Hubert P. H. Shum, Edmond S. L. Ho and Chongfeng Wei, "Interaction-Aware Decision-Making for Automated Vehicles using Social Value Orientation," IEEE Transactions on Intelligent Vehicles, vol. 8, no. 2, pp. 1339-1349, IEEE, 2023.

Bibtex

@article{crosato23interaction,
author={Crosato, Luca and Shum, Hubert P. H. and Ho, Edmond S. L. and Wei, Chongfeng},
journal={IEEE Transactions on Intelligent Vehicles},
title={Interaction-Aware Decision-Making for Automated Vehicles using Social Value Orientation},
year={2023},
volume={8},
number={2},
pages={1339--1349},
numpages={11},
doi={10.1109/TIV.2022.3189836},
issn={2379-8858},
publisher={IEEE},
}

RIS

TY  - JOUR
AU  - Crosato, Luca
AU  - Shum, Hubert P. H.
AU  - Ho, Edmond S. L.
AU  - Wei, Chongfeng
T2  - IEEE Transactions on Intelligent Vehicles
TI  - Interaction-Aware Decision-Making for Automated Vehicles using Social Value Orientation
PY  - 2023
VL  - 8
IS  - 2
SP  - 1339
EP  - 1349
DO  - 10.1109/TIV.2022.3189836
SN  - 2379-8858
PB  - IEEE
ER  -

Paper YouTube

Action Recognition from Arbitrary Views Using Transferable Dictionary Learning REF 2021 Submitted Output Impact Factor: 10.8^† Top 10% Journal in Computer Science, Artificial Intelligence^† Citation: 68^#
IEEE Transactions on Image Processing (TIP), 2018
Jingtian Zhang, Hubert P. H. Shum, Jungong Han and Ling Shao
Topics: Action Recognition, Datasets
Webpage Cite This Plain Text

Jingtian Zhang, Hubert P. H. Shum, Jungong Han and Ling Shao, "Action Recognition from Arbitrary Views Using Transferable Dictionary Learning," IEEE Transactions on Image Processing, vol. 27, no. 10, pp. 4709-4723, IEEE, 2018.

Bibtex

@article{zhang18arbitrary,
author={Zhang, Jingtian and Shum, Hubert P. H. and Han, Jungong and Shao, Ling},
journal={IEEE Transactions on Image Processing},
title={Action Recognition from Arbitrary Views Using Transferable Dictionary Learning},
year={2018},
volume={27},
number={10},
pages={4709--4723},
numpages={15},
doi={10.1109/TIP.2018.2836323},
issn={1057-7149},
publisher={IEEE},
}

RIS

TY  - JOUR
AU  - Zhang, Jingtian
AU  - Shum, Hubert P. H.
AU  - Han, Jungong
AU  - Shao, Ling
T2  - IEEE Transactions on Image Processing
TI  - Action Recognition from Arbitrary Views Using Transferable Dictionary Learning
PY  - 2018
VL  - 27
IS  - 10
SP  - 4709
EP  - 4723
DO  - 10.1109/TIP.2018.2836323
SN  - 1057-7149
PB  - IEEE
ER  -

Paper Dataset

Real-Time Physical Modelling of Character Movements with Microsoft Kinect Core A Conference^‡ Citation: 67^#
Proceedings of the 2012 ACM Symposium on Virtual Reality Software and Technology (VRST), 2012
Hubert P. H. Shum and Edmond S. L. Ho
Topics: Character Animation, Virtual Reality
Webpage Cite This Plain Text

Hubert P. H. Shum and Edmond S. L. Ho, "Real-Time Physical Modelling of Character Movements with Microsoft Kinect," in VRST '12: Proceedings of the 2012 ACM Symposium on Virtual Reality Software and Technology, pp. 17-24, Toronto, Ontario, Canada, ACM, Dec 2012.

Bibtex

@inproceedings{shum12realtime,
author={Shum, Hubert P. H. and Ho, Edmond S. L.},
booktitle={Proceedings of the 2012 ACM Symposium on Virtual Reality Software and Technology},
series={VRST '12},
title={Real-Time Physical Modelling of Character Movements with Microsoft Kinect},
year={2012},
month={12},
pages={17--24},
numpages={8},
doi={10.1145/2407336.2407340},
isbn={978-1-4503-1469-5},
publisher={ACM},
Address={New York, NY, USA},
location={Toronto, Ontario, Canada},
}

RIS

TY  - CONF
AU  - Shum, Hubert P. H.
AU  - Ho, Edmond S. L.
T2  - Proceedings of the 2012 ACM Symposium on Virtual Reality Software and Technology
TI  - Real-Time Physical Modelling of Character Movements with Microsoft Kinect
PY  - 2012
Y1  - 12 2012
SP  - 17
EP  - 24
DO  - 10.1145/2407336.2407340
SN  - 978-1-4503-1469-5
PB  - ACM
ER  -

Paper YouTube

Kinect Posture Reconstruction Based on a Local Mixture of Gaussian Process Models REF 2021 Submitted Output Impact Factor: 4.7^† Top 25% Journal in Computer Science, Software Engineering^† Citation: 65^#
IEEE Transactions on Visualization and Computer Graphics (TVCG), 2016
Zhiguang Liu, Liuyang Zhou, Howard Leung and Hubert P. H. Shum
Topics: 3D Reconstruction
Webpage Cite This Plain Text

Zhiguang Liu, Liuyang Zhou, Howard Leung and Hubert P. H. Shum, "Kinect Posture Reconstruction Based on a Local Mixture of Gaussian Process Models," IEEE Transactions on Visualization and Computer Graphics, vol. 22, no. 11, pp. 2437-2450, IEEE, Nov 2016.

Bibtex

@article{liu16kinect,
author={Liu, Zhiguang and Zhou, Liuyang and Leung, Howard and Shum, Hubert P. H.},
journal={IEEE Transactions on Visualization and Computer Graphics},
title={Kinect Posture Reconstruction Based on a Local Mixture of Gaussian Process Models},
year={2016},
month={11},
volume={22},
number={11},
pages={2437-2450},
numpages={14},
doi={10.1109/TVCG.2015.2510000},
issn={1077-2626},
publisher={IEEE},
}

RIS

TY  - JOUR
AU  - Liu, Zhiguang
AU  - Zhou, Liuyang
AU  - Leung, Howard
AU  - Shum, Hubert P. H.
T2  - IEEE Transactions on Visualization and Computer Graphics
TI  - Kinect Posture Reconstruction Based on a Local Mixture of Gaussian Process Models
PY  - 2016
Y1  - 11 2016
VL  - 22
IS  - 11
SP  - 2437-2450
EP  - 2437-2450
DO  - 10.1109/TVCG.2015.2510000
SN  - 1077-2626
PB  - IEEE
ER  -

Paper YouTube

Tracking the Translational and Rotational Movement of the Ball Using High-Speed Camera Movies H5-Index: 66^# Citation: 58^#
Proceedings of the 2005 IEEE International Conference on Image Processing (ICIP), 2005
Hubert P. H. Shum and Taku Komura
Topics: Video Analysis
Webpage Cite This Plain Text

Hubert P. H. Shum and Taku Komura, "Tracking the Translational and Rotational Movement of the Ball Using High-Speed Camera Movies," in ICIP '05: Proceedings of the 2005 IEEE International Conference on Image Processing, vol. 3, pp. 1084-1087, Genova, Italy, IEEE, Sep 2005.

Bibtex

@inproceedings{shum05tracking,
author={Shum, Hubert P. H. and Komura, Taku},
booktitle={Proceedings of the 2005 IEEE International Conference on Image Processing},
series={ICIP '05},
title={Tracking the Translational and Rotational Movement of the Ball Using High-Speed Camera Movies},
year={2005},
month={9},
volume={3},
pages={1084--1087},
numpages={4},
doi={10.1109/ICIP.2005.1530584},
isbn={0-7803-9134-9},
publisher={IEEE},
location={Genova, Italy},
}

RIS

TY  - CONF
AU  - Shum, Hubert P. H.
AU  - Komura, Taku
T2  - Proceedings of the 2005 IEEE International Conference on Image Processing
TI  - Tracking the Translational and Rotational Movement of the Ball Using High-Speed Camera Movies
PY  - 2005
Y1  - 9 2005
VL  - 3
SP  - 1084
EP  - 1087
DO  - 10.1109/ICIP.2005.1530584
SN  - 0-7803-9134-9
PB  - IEEE
ER  -

Paper

Simulating Multiple Character Interactions with Collaborative and Adversarial Goals REF 2014 Submitted Output Invited Presentation at ACM I3D 2012 Impact Factor: 4.7^† Top 25% Journal in Computer Science, Software Engineering^† Citation: 52^#
IEEE Transactions on Visualization and Computer Graphics (TVCG), 2012
Hubert P. H. Shum, Taku Komura and Shuntaro Yamazaki
Topics: Character Animation, Interaction Modelling
Webpage Cite This Plain Text

Hubert P. H. Shum, Taku Komura and Shuntaro Yamazaki, "Simulating Multiple Character Interactions with Collaborative and Adversarial Goals," IEEE Transactions on Visualization and Computer Graphics, vol. 18, no. 5, pp. 741-752, IEEE, May 2012.

Bibtex

@article{shum12simulating,
author={Shum, Hubert P. H. and Komura, Taku and Yamazaki, Shuntaro},
journal={IEEE Transactions on Visualization and Computer Graphics},
title={Simulating Multiple Character Interactions with Collaborative and Adversarial Goals},
year={2012},
month={5},
volume={18},
number={5},
pages={741--752},
numpages={12},
doi={10.1109/TVCG.2010.257},
issn={1077-2626},
publisher={IEEE},
}

RIS

TY  - JOUR
AU  - Shum, Hubert P. H.
AU  - Komura, Taku
AU  - Yamazaki, Shuntaro
T2  - IEEE Transactions on Visualization and Computer Graphics
TI  - Simulating Multiple Character Interactions with Collaborative and Adversarial Goals
PY  - 2012
Y1  - 5 2012
VL  - 18
IS  - 5
SP  - 741
EP  - 752
DO  - 10.1109/TVCG.2010.257
SN  - 1077-2626
PB  - IEEE
ER  -

Paper YouTube Part 1 YouTube Part 2

Citations 30+

Simulating Interactions of Avatars in High Dimensional State Space Citation: 49^#
Proceedings of the 2008 ACM SIGGRAPH Symposium on Interactive 3D Graphics and Games (I3D), 2008
Hubert P. H. Shum, Taku Komura and Shuntaro Yamazaki
Topics: Character Animation, Interaction Modelling
Webpage Cite This Plain Text

Hubert P. H. Shum, Taku Komura and Shuntaro Yamazaki, "Simulating Interactions of Avatars in High Dimensional State Space," in I3D '08: Proceedings of the 2008 ACM SIGGRAPH Symposium on Interactive 3D Graphics and Games, pp. 131-138, Redwood City, California, ACM, Feb 2008.

Bibtex

@inproceedings{shum08simulating,
author={Shum, Hubert P. H. and Komura, Taku and Yamazaki, Shuntaro},
booktitle={Proceedings of the 2008 ACM SIGGRAPH Symposium on Interactive 3D Graphics and Games},
series={I3D '08},
title={Simulating Interactions of Avatars in High Dimensional State Space},
year={2008},
month={2},
pages={131--138},
numpages={8},
doi={10.1145/1342250.1342271},
isbn={978-1-59593-983-8},
publisher={ACM},
Address={New York, NY, USA},
location={Redwood City, California},
}

RIS

TY  - CONF
AU  - Shum, Hubert P. H.
AU  - Komura, Taku
AU  - Yamazaki, Shuntaro
T2  - Proceedings of the 2008 ACM SIGGRAPH Symposium on Interactive 3D Graphics and Games
TI  - Simulating Interactions of Avatars in High Dimensional State Space
PY  - 2008
Y1  - 2 2008
SP  - 131
EP  - 138
DO  - 10.1145/1342250.1342271
SN  - 978-1-59593-983-8
PB  - ACM
ER  -

Paper YouTube Part 1 YouTube Part 2

Inverse Dynamics Based on Occlusion-Resistant Kinect Data: Is It Usable for Ergonomics? Impact Factor: 2.5^† Citation: 48^#
International Journal of Industrial Ergonomics (IJIE), 2017
Pierre Plantard, Antoine Muller, Charles Pontonnier, Georges Dumont, Hubert P. H. Shum and Franck Multon
Topics: Motion Analysis
Webpage Cite This Plain Text

Pierre Plantard, Antoine Muller, Charles Pontonnier, Georges Dumont, Hubert P. H. Shum and Franck Multon, "Inverse Dynamics Based on Occlusion-Resistant Kinect Data: Is It Usable for Ergonomics?," International Journal of Industrial Ergonomics, vol. 61, pp. 71-80, Elsevier, 2017.

Bibtex

@article{plantard17inverse,
author={Plantard, Pierre and Muller, Antoine and Pontonnier, Charles and Dumont, Georges and Shum, Hubert P. H. and Multon, Franck},
journal={International Journal of Industrial Ergonomics},
title={Inverse Dynamics Based on Occlusion-Resistant Kinect Data: Is It Usable for Ergonomics?},
year={2017},
volume={61},
pages={71--80},
numpages={10},
doi={10.1016/j.ergon.2017.05.010},
issn={0169-8141},
publisher={Elsevier},
}

RIS

TY  - JOUR
AU  - Plantard, Pierre
AU  - Muller, Antoine
AU  - Pontonnier, Charles
AU  - Dumont, Georges
AU  - Shum, Hubert P. H.
AU  - Multon, Franck
T2  - International Journal of Industrial Ergonomics
TI  - Inverse Dynamics Based on Occlusion-Resistant Kinect Data: Is It Usable for Ergonomics?
PY  - 2017
VL  - 61
SP  - 71
EP  - 80
DO  - 10.1016/j.ergon.2017.05.010
SN  - 0169-8141
PB  - Elsevier
ER  -

Paper

Filtered Pose Graph for Efficient Kinect Pose Reconstruction Impact Factor: 3.0^† Citation: 47^#
Multimedia Tools and Applications (MTAP), 2017
Pierre Plantard, Hubert P. H. Shum and Franck Multon
Topics: 3D Reconstruction
Webpage Cite This Plain Text

Pierre Plantard, Hubert P. H. Shum and Franck Multon, "Filtered Pose Graph for Efficient Kinect Pose Reconstruction," Multimedia Tools and Applications, vol. 76, no. 3, pp. 4291-4312, Springer-Verlag, 2017.

Bibtex

@article{plantard16filtered,
author={Plantard, Pierre and Shum, Hubert P. H. and Multon, Franck},
journal={Multimedia Tools and Applications},
title={Filtered Pose Graph for Efficient Kinect Pose Reconstruction},
year={2017},
volume={76},
number={3},
pages={4291--4312},
numpages={22},
doi={10.1007/s11042-016-3546-4},
issn={1573-7721},
publisher={Springer-Verlag},
Address={Berlin, Heidelberg},
}

RIS

TY  - JOUR
AU  - Plantard, Pierre
AU  - Shum, Hubert P. H.
AU  - Multon, Franck
T2  - Multimedia Tools and Applications
TI  - Filtered Pose Graph for Efficient Kinect Pose Reconstruction
PY  - 2017
VL  - 76
IS  - 3
SP  - 4291
EP  - 4312
DO  - 10.1007/s11042-016-3546-4
SN  - 1573-7721
PB  - Springer-Verlag
ER  -

Paper YouTube

Less is More: Reducing Task and Model Complexity for 3D Point Cloud Semantic Segmentation Core A* Conference^‡ Citation: 46^#
Proceedings of the 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023
Li Li, Hubert P. H. Shum and Toby P. Breckon
Topics: Environment Sensing
Webpage Cite This Plain Text

Li Li, Hubert P. H. Shum and Toby P. Breckon, "Less is More: Reducing Task and Model Complexity for 3D Point Cloud Semantic Segmentation," in CVPR '23: Proceedings of the 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp. 9361-9371, Vancouver, Canada, IEEE/CVF, Jun 2023.

Bibtex

@inproceedings{li23less,
author={Li, Li and Shum, Hubert P. H. and Breckon, Toby P.},
booktitle={Proceedings of the 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition},
series={CVPR '23},
title={Less is More: Reducing Task and Model Complexity for 3D Point Cloud Semantic Segmentation},
year={2023},
month={6},
pages={9361--9371},
numpages={11},
doi={10.1109/CVPR52729.2023.00903},
publisher={IEEE/CVF},
location={Vancouver, Canada},
}

RIS

TY  - CONF
AU  - Li, Li
AU  - Shum, Hubert P. H.
AU  - Breckon, Toby P.
T2  - Proceedings of the 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition
TI  - Less is More: Reducing Task and Model Complexity for 3D Point Cloud Semantic Segmentation
PY  - 2023
Y1  - 6 2023
SP  - 9361
EP  - 9371
DO  - 10.1109/CVPR52729.2023.00903
PB  - IEEE/CVF
ER  -

Paper Supplementary Material GitHub YouTube

Simulating Competitive Interactions using Singly Captured Motions Core A Conference^‡ Citation: 41^#
Proceedings of the 2007 ACM Symposium on Virtual Reality Software and Technology (VRST), 2007
Hubert P. H. Shum, Taku Komura and Shuntaro Yamazaki
Topics: Character Animation, Interaction Modelling
Webpage Cite This Plain Text

Hubert P. H. Shum, Taku Komura and Shuntaro Yamazaki, "Simulating Competitive Interactions using Singly Captured Motions," in VRST '07: Proceedings of the 2007 ACM Symposium on Virtual Reality Software and Technology, pp. 65-72, Newport Beach, California, ACM, Nov 2007.

Bibtex

@inproceedings{shum07simulating,
author={Shum, Hubert P. H. and Komura, Taku and Yamazaki, Shuntaro},
booktitle={Proceedings of the 2007 ACM Symposium on Virtual Reality Software and Technology},
series={VRST '07},
title={Simulating Competitive Interactions using Singly Captured Motions},
year={2007},
month={11},
pages={65--72},
numpages={8},
doi={10.1145/1315184.1315194},
isbn={978-1-59593-863-3},
publisher={ACM},
Address={New York, NY, USA},
location={Newport Beach, California},
}

RIS

TY  - CONF
AU  - Shum, Hubert P. H.
AU  - Komura, Taku
AU  - Yamazaki, Shuntaro
T2  - Proceedings of the 2007 ACM Symposium on Virtual Reality Software and Technology
TI  - Simulating Competitive Interactions using Singly Captured Motions
PY  - 2007
Y1  - 11 2007
SP  - 65
EP  - 72
DO  - 10.1145/1315184.1315194
SN  - 978-1-59593-863-3
PB  - ACM
ER  -

Paper YouTube

Hierarchical Graph Convolutional Networks for Action Quality Assessment Impact Factor: 8.3^† Top 10% Journal in Engineering, Electrical & Electronic^† Citation: 39^#
IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2023
Kanglei Zhou, Yue Ma, Hubert P. H. Shum and Xiaohui Liang
Topics: Motion Analysis, Video Analysis
Webpage Cite This Plain Text

Kanglei Zhou, Yue Ma, Hubert P. H. Shum and Xiaohui Liang, "Hierarchical Graph Convolutional Networks for Action Quality Assessment," IEEE Transactions on Circuits and Systems for Video Technology, vol. 33, no. 12, pp. 7749-7763, IEEE, 2023.

Bibtex

@article{zhou23hierarchical,
author={Zhou, Kanglei and Ma, Yue and Shum, Hubert P. H. and Liang, Xiaohui},
journal={IEEE Transactions on Circuits and Systems for Video Technology},
title={Hierarchical Graph Convolutional Networks for Action Quality Assessment},
year={2023},
volume={33},
number={12},
pages={7749-7763},
numpages={15},
doi={10.1109/TCSVT.2023.3281413},
issn={1051-8215},
publisher={IEEE},
}

RIS

TY  - JOUR
AU  - Zhou, Kanglei
AU  - Ma, Yue
AU  - Shum, Hubert P. H.
AU  - Liang, Xiaohui
T2  - IEEE Transactions on Circuits and Systems for Video Technology
TI  - Hierarchical Graph Convolutional Networks for Action Quality Assessment
PY  - 2023
VL  - 33
IS  - 12
SP  - 7749-7763
EP  - 7749-7763
DO  - 10.1109/TCSVT.2023.3281413
SN  - 1051-8215
PB  - IEEE
ER  -

Paper GitHub

A Pose-Based Feature Fusion and Classification Framework for the Early Prediction of Cerebral Palsy in Infants Impact Factor: 4.8^† Citation: 38^#
IEEE Transactions on Neural Systems and Rehabilitation Engineering (TNSRE), 2022
Kevin D. McCay, Pengpeng Hu, Hubert P. H. Shum, Wai Lok Woo, Claire Marcroft, Nicholas D. Embleton, Adrian Munteanu and Edmond S. L. Ho
Topics: Biomedical Engineering, Motion Analysis, Video Analysis, Healthcare Diagnosis
Webpage Cite This Plain Text

Kevin D. McCay, Pengpeng Hu, Hubert P. H. Shum, Wai Lok Woo, Claire Marcroft, Nicholas D. Embleton, Adrian Munteanu and Edmond S. L. Ho, "A Pose-Based Feature Fusion and Classification Framework for the Early Prediction of Cerebral Palsy in Infants," IEEE Transactions on Neural Systems and Rehabilitation Engineering, vol. 30, pp. 8-19, IEEE, 2022.

Bibtex

@article{mccay22posebased,
author={McCay, Kevin D. and Hu, Pengpeng and Shum, Hubert P. H. and Woo, Wai Lok and Marcroft, Claire and Embleton, Nicholas D. and Munteanu, Adrian and Ho, Edmond S. L.},
journal={IEEE Transactions on Neural Systems and Rehabilitation Engineering},
title={A Pose-Based Feature Fusion and Classification Framework for the Early Prediction of Cerebral Palsy in Infants},
year={2022},
volume={30},
pages={8--19},
numpages={12},
doi={10.1109/TNSRE.2021.3138185},
issn={1534-4320 },
publisher={IEEE},
}

RIS

TY  - JOUR
AU  - McCay, Kevin D.
AU  - Hu, Pengpeng
AU  - Shum, Hubert P. H.
AU  - Woo, Wai Lok
AU  - Marcroft, Claire
AU  - Embleton, Nicholas D.
AU  - Munteanu, Adrian
AU  - Ho, Edmond S. L.
T2  - IEEE Transactions on Neural Systems and Rehabilitation Engineering
TI  - A Pose-Based Feature Fusion and Classification Framework for the Early Prediction of Cerebral Palsy in Infants
PY  - 2022
VL  - 30
SP  - 8
EP  - 19
DO  - 10.1109/TNSRE.2021.3138185
SN  - 1534-4320
PB  - IEEE
ER  -

Paper GitHub

A Spatiotemporal Approach to Extract the 3D Trajectory of the Baseball from a Single View Video Sequence Core A Conference^‡ Citation: 37^#
Proceedings of the 2004 IEEE International Conference on Multimedia and Expo (ICME), 2004
Hubert P. H. Shum and Taku Komura
Topics: Video Analysis
Webpage Cite This Plain Text

Hubert P. H. Shum and Taku Komura, "A Spatiotemporal Approach to Extract the 3D Trajectory of the Baseball from a Single View Video Sequence," in ICME '04: Proceedings of the 2004 IEEE International Conference on Multimedia and Expo, vol. 3, pp. 1583-1586, Taipei, Taiwan, IEEE, Jun 2004.

Bibtex

@inproceedings{shum04spatiotemporal,
author={Shum, Hubert P. H. and Komura, Taku},
booktitle={Proceedings of the 2004 IEEE International Conference on Multimedia and Expo},
series={ICME '04},
title={A Spatiotemporal Approach to Extract the 3D Trajectory of the Baseball from a Single View Video Sequence},
year={2004},
month={6},
volume={3},
pages={1583--1586},
numpages={4},
doi={10.1109/ICME.2004.1394551},
publisher={IEEE},
location={Taipei, Taiwan},
}

RIS

TY  - CONF
AU  - Shum, Hubert P. H.
AU  - Komura, Taku
T2  - Proceedings of the 2004 IEEE International Conference on Multimedia and Expo
TI  - A Spatiotemporal Approach to Extract the 3D Trajectory of the Baseball from a Single View Video Sequence
PY  - 2004
Y1  - 6 2004
VL  - 3
SP  - 1583
EP  - 1586
DO  - 10.1109/ICME.2004.1394551
PB  - IEEE
ER  -

Paper Software

Social Interaction-Aware Dynamical Models and Decision-Making for Autonomous Vehicles Wiley Top Viewed Articles Impact Factor: 6.8^† Top 25% Journal in Computer Science, Artificial Intelligence^† Citation: 36^#
Advanced Intelligent Systems (AIS), 2024
Luca Crosato, Kai Tian, Hubert P. H. Shum, Edmond S. L. Ho, Yafei Wang and Chongfeng Wei
Topics: Robotics, Literature Review
Webpage Cite This Plain Text

Luca Crosato, Kai Tian, Hubert P. H. Shum, Edmond S. L. Ho, Yafei Wang and Chongfeng Wei, "Social Interaction-Aware Dynamical Models and Decision-Making for Autonomous Vehicles," Advanced Intelligent Systems, vol. 6, no. 3, pp. 2300575, Wiley, 2024.

Bibtex

@article{crosato23social,
author={Crosato, Luca and Tian, Kai and Shum, Hubert P. H. and Ho, Edmond S. L. and Wang, Yafei and Wei, Chongfeng},
journal={Advanced Intelligent Systems},
title={Social Interaction-Aware Dynamical Models and Decision-Making for Autonomous Vehicles},
year={2024},
volume={6},
number={3},
pages={2300575},
numpages={23},
doi={10.1002/aisy.202300575},
issn={2640-4567},
publisher={Wiley},
}

RIS

TY  - JOUR
AU  - Crosato, Luca
AU  - Tian, Kai
AU  - Shum, Hubert P. H.
AU  - Ho, Edmond S. L.
AU  - Wang, Yafei
AU  - Wei, Chongfeng
T2  - Advanced Intelligent Systems
TI  - Social Interaction-Aware Dynamical Models and Decision-Making for Autonomous Vehicles
PY  - 2024
VL  - 6
IS  - 3
SP  - 2300575
EP  - 2300575
DO  - 10.1002/aisy.202300575
SN  - 2640-4567
PB  - Wiley
ER  -

Paper

GAN-Based Reactive Motion Synthesis with Class-Aware Discriminators for Human-Human Interaction Impact Factor: 2.5^† Citation: 36^#
Computers and Graphics (C&G), 2022
Qianhui Men, Hubert P. H. Shum, Edmond S. L. Ho and Howard Leung
Topics: Character Animation, Interaction Modelling
Webpage Cite This Plain Text

Qianhui Men, Hubert P. H. Shum, Edmond S. L. Ho and Howard Leung, "GAN-Based Reactive Motion Synthesis with Class-Aware Discriminators for Human-Human Interaction," Computers and Graphics, vol. 102, pp. 634-645, Elsevier, 2022.

Bibtex

@article{men22gan,
author={Men, Qianhui and Shum, Hubert P. H. and Ho, Edmond S. L. and Leung, Howard},
journal={Computers and Graphics},
title={GAN-Based Reactive Motion Synthesis with Class-Aware Discriminators for Human-Human Interaction},
year={2022},
volume={102},
pages={634--645},
numpages={12},
doi={10.1016/j.cag.2021.09.014},
issn={0097-8493},
publisher={Elsevier},
}

RIS

TY  - JOUR
AU  - Men, Qianhui
AU  - Shum, Hubert P. H.
AU  - Ho, Edmond S. L.
AU  - Leung, Howard
T2  - Computers and Graphics
TI  - GAN-Based Reactive Motion Synthesis with Class-Aware Discriminators for Human-Human Interaction
PY  - 2022
VL  - 102
SP  - 634
EP  - 645
DO  - 10.1016/j.cag.2021.09.014
SN  - 0097-8493
PB  - Elsevier
ER  -

Paper YouTube

Discriminative Semantic Subspace Analysis for Relevance Feedback REF 2021 Submitted Output Impact Factor: 10.8^† Top 10% Journal in Computer Science, Artificial Intelligence^† Citation: 36^#
IEEE Transactions on Image Processing (TIP), 2016
Lining Zhang, Hubert P. H. Shum and Ling Shao
Topics:
Webpage Cite This Plain Text

Lining Zhang, Hubert P. H. Shum and Ling Shao, "Discriminative Semantic Subspace Analysis for Relevance Feedback," IEEE Transactions on Image Processing, vol. 25, no. 3, pp. 1275-1287, IEEE, Mar 2016.

Bibtex

@article{zhang16discriminative,
author={Zhang, Lining and Shum, Hubert P. H. and Shao, Ling},
journal={IEEE Transactions on Image Processing},
title={Discriminative Semantic Subspace Analysis for Relevance Feedback},
year={2016},
month={3},
volume={25},
number={3},
pages={1275--1287},
numpages={13},
doi={10.1109/TIP.2016.2516947},
issn={1057-7149},
publisher={IEEE},
}

RIS

TY  - JOUR
AU  - Zhang, Lining
AU  - Shum, Hubert P. H.
AU  - Shao, Ling
T2  - IEEE Transactions on Image Processing
TI  - Discriminative Semantic Subspace Analysis for Relevance Feedback
PY  - 2016
Y1  - 3 2016
VL  - 25
IS  - 3
SP  - 1275
EP  - 1287
DO  - 10.1109/TIP.2016.2516947
SN  - 1057-7149
PB  - IEEE
ER  -

Paper

Human Action Recognition via Skeletal and Depth Based Feature Fusion Citation: 36^#
Proceedings of the 2016 ACM International Conference on Motion in Games (MIG), 2016
Meng Li, Howard Leung and Hubert P. H. Shum
Topics: Action Recognition
Webpage Cite This Plain Text

Meng Li, Howard Leung and Hubert P. H. Shum, "Human Action Recognition via Skeletal and Depth Based Feature Fusion," in MIG '16: Proceedings of the 2016 ACM International Conference on Motion in Games, pp. 123-132, San Francisco, USA, ACM, Oct 2016.

Bibtex

@inproceedings{meng16human,
author={Li, Meng and Leung, Howard and Shum, Hubert P. H.},
booktitle={Proceedings of the 2016 ACM International Conference on Motion in Games},
series={MIG '16},
title={Human Action Recognition via Skeletal and Depth Based Feature Fusion},
year={2016},
month={10},
pages={123--132},
numpages={10},
doi={10.1145/2994258.2994268},
isbn={978-1-4503-4592-7},
publisher={ACM},
Address={New York, NY, USA},
location={San Francisco, USA},
}

RIS

TY  - CONF
AU  - Li, Meng
AU  - Leung, Howard
AU  - Shum, Hubert P. H.
T2  - Proceedings of the 2016 ACM International Conference on Motion in Games
TI  - Human Action Recognition via Skeletal and Depth Based Feature Fusion
PY  - 2016
Y1  - 10 2016
SP  - 123
EP  - 132
DO  - 10.1145/2994258.2994268
SN  - 978-1-4503-4592-7
PB  - ACM
ER  -

Paper

Towards Sparse Rule Base Generation for Fuzzy Rule Interpolation IEEE CIS Outstanding Student-Paper Travel Grants Citation: 34^#
Proceedings of the 2016 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 2016
Yao Tan, Jie Li, Martin Wonders, Fei Chao, Hubert P. H. Shum and Longzhi Yang
Topics:
Webpage Cite This Plain Text

Yao Tan, Jie Li, Martin Wonders, Fei Chao, Hubert P. H. Shum and Longzhi Yang, "Towards Sparse Rule Base Generation for Fuzzy Rule Interpolation," in FUZZ-IEEE '16: Proceedings of the 2016 IEEE International Conference on Fuzzy Systems, pp. 110-117, Vancouver, Canada, IEEE, Jul 2016.

Bibtex

@inproceedings{tan16towards,
author={Tan, Yao and Li, Jie and Wonders, Martin and Chao, Fei and Shum, Hubert P. H. and Yang, Longzhi},
booktitle={Proceedings of the 2016 IEEE International Conference on Fuzzy Systems},
series={FUZZ-IEEE '16},
title={Towards Sparse Rule Base Generation for Fuzzy Rule Interpolation},
year={2016},
month={7},
pages={110--117},
numpages={8},
doi={10.1109/FUZZ-IEEE.2016.7737675},
publisher={IEEE},
location={Vancouver, Canada},
}

RIS

TY  - CONF
AU  - Tan, Yao
AU  - Li, Jie
AU  - Wonders, Martin
AU  - Chao, Fei
AU  - Shum, Hubert P. H.
AU  - Yang, Longzhi
T2  - Proceedings of the 2016 IEEE International Conference on Fuzzy Systems
TI  - Towards Sparse Rule Base Generation for Fuzzy Rule Interpolation
PY  - 2016
Y1  - 7 2016
SP  - 110
EP  - 117
DO  - 10.1109/FUZZ-IEEE.2016.7737675
PB  - IEEE
ER  -

Paper

Posture Reconstruction Using Kinect with a Probabilistic Model Core A Conference^‡ Citation: 33^#
Proceedings of the 2014 ACM Symposium on Virtual Reality Software and Technology (VRST), 2014
Liuyang Zhou, Zhiguang Liu, Howard Leung and Hubert P. H. Shum
Topics: 3D Reconstruction
Webpage Cite This Plain Text

Liuyang Zhou, Zhiguang Liu, Howard Leung and Hubert P. H. Shum, "Posture Reconstruction Using Kinect with a Probabilistic Model," in VRST '14: Proceedings of the 2014 ACM Symposium on Virtual Reality Software and Technology, pp. 117-125, Edinburgh, UK, ACM, Oct 2014.

Bibtex

@inproceedings{zhou14posture,
author={Zhou, Liuyang and Liu, Zhiguang and Leung, Howard and Shum, Hubert P. H.},
booktitle={Proceedings of the 2014 ACM Symposium on Virtual Reality Software and Technology},
series={VRST '14},
title={Posture Reconstruction Using Kinect with a Probabilistic Model},
year={2014},
month={10},
pages={117--125},
numpages={9},
doi={10.1145/2671015.2671021},
publisher={ACM},
Address={New York, NY, USA},
location={Edinburgh, UK},
}

RIS

TY  - CONF
AU  - Zhou, Liuyang
AU  - Liu, Zhiguang
AU  - Leung, Howard
AU  - Shum, Hubert P. H.
T2  - Proceedings of the 2014 ACM Symposium on Virtual Reality Software and Technology
TI  - Posture Reconstruction Using Kinect with a Probabilistic Model
PY  - 2014
Y1  - 10 2014
SP  - 117
EP  - 125
DO  - 10.1145/2671015.2671021
PB  - ACM
ER  -

Paper YouTube

Environment-Aware Real-Time Crowd Control Citation: 32^#
Proceedings of the 2012 ACM SIGGRAPH/Eurographics Symposium on Computer Animation (SCA), 2012
Joseph Henry, Hubert P. H. Shum and Taku Komura
Topics: Crowd Modelling
Webpage Cite This Plain Text

Joseph Henry, Hubert P. H. Shum and Taku Komura, "Environment-Aware Real-Time Crowd Control," in SCA '12: Proceedings of the 2012 ACM SIGGRAPH/Eurographics Symposium on Computer Animation, pp. 193-200, Lausanne, Switzerland, Eurographics Association, Jul 2012.

Bibtex

@inproceedings{henry12environment,
author={Henry, Joseph and Shum, Hubert P. H. and Komura, Taku},
booktitle={Proceedings of the 2012 ACM SIGGRAPH/Eurographics Symposium on Computer Animation},
series={SCA '12},
title={Environment-Aware Real-Time Crowd Control},
year={2012},
month={7},
pages={193--200},
numpages={8},
isbn={978-3-905674-37-8},
publisher={Eurographics Association},
Address={Aire-la-Ville, Switzerland},
location={Lausanne, Switzerland},
}

RIS

TY  - CONF
AU  - Henry, Joseph
AU  - Shum, Hubert P. H.
AU  - Komura, Taku
T2  - Proceedings of the 2012 ACM SIGGRAPH/Eurographics Symposium on Computer Animation
TI  - Environment-Aware Real-Time Crowd Control
PY  - 2012
Y1  - 7 2012
SP  - 193
EP  - 200
SN  - 978-3-905674-37-8
PB  - Eurographics Association
ER  -

Paper YouTube

Illumination-Aware Multi-Task GANs for Foreground Segmentation Impact Factor: 3.4^† Citation: 31^#
IEEE Access, 2019
Dimitrios Sakkos, Edmond S. L. Ho and Hubert P. H. Shum
Topics: Surveillance
Webpage Cite This Plain Text

Dimitrios Sakkos, Edmond S. L. Ho and Hubert P. H. Shum, "Illumination-Aware Multi-Task GANs for Foreground Segmentation," IEEE Access, vol. 7, no. 1, pp. 10976-10986, IEEE, 2019.

Bibtex

@article{sakkos19illuminationaware,
author={Sakkos, Dimitrios and Ho, Edmond S. L. and Shum, Hubert P. H.},
journal={IEEE Access},
title={Illumination-Aware Multi-Task GANs for Foreground Segmentation},
year={2019},
volume={7},
number={1},
pages={10976--10986},
numpages={12},
doi={10.1109/ACCESS.2019.2891943},
issn={2169-3536},
publisher={IEEE},
}

RIS

TY  - JOUR
AU  - Sakkos, Dimitrios
AU  - Ho, Edmond S. L.
AU  - Shum, Hubert P. H.
T2  - IEEE Access
TI  - Illumination-Aware Multi-Task GANs for Foreground Segmentation
PY  - 2019
VL  - 7
IS  - 1
SP  - 10976
EP  - 10986
DO  - 10.1109/ACCESS.2019.2891943
SN  - 2169-3536
PB  - IEEE
ER  -

Paper

Coordinated Crowd Simulation with Topological Scene Analysis Impact Factor: 2.7^† Citation: 31^#
Computer Graphics Forum (CGF), 2016
Adam Barnett, Hubert P. H. Shum and Taku Komura
Topics: Crowd Modelling
Webpage Cite This Plain Text

Adam Barnett, Hubert P. H. Shum and Taku Komura, "Coordinated Crowd Simulation with Topological Scene Analysis," Computer Graphics Forum, vol. 35, no. 6, pp. 120-132, John Wiley and Sons Ltd., 2016.

Bibtex

@article{barnett16coordinated,
author={Barnett, Adam and Shum, Hubert P. H. and Komura, Taku},
journal={Computer Graphics Forum},
title={Coordinated Crowd Simulation with Topological Scene Analysis},
year={2016},
volume={35},
number={6},
pages={120--132},
numpages={13},
doi={10.1111/cgf.12735},
issn={1467-8659},
publisher={John Wiley and Sons Ltd.},
Address={Chichester, UK},
}

RIS

TY  - JOUR
AU  - Barnett, Adam
AU  - Shum, Hubert P. H.
AU  - Komura, Taku
T2  - Computer Graphics Forum
TI  - Coordinated Crowd Simulation with Topological Scene Analysis
PY  - 2016
VL  - 35
IS  - 6
SP  - 120
EP  - 132
DO  - 10.1111/cgf.12735
SN  - 1467-8659
PB  - John Wiley and Sons Ltd.
ER  -

Paper YouTube

Interactive Formation Control in Complex Environments REF 2021 Submitted Output Impact Factor: 4.7^† Top 25% Journal in Computer Science, Software Engineering^† Citation: 30^#
IEEE Transactions on Visualization and Computer Graphics (TVCG), 2014
Joseph Henry, Hubert P. H. Shum and Taku Komura
Topics: Crowd Modelling
Webpage Cite This Plain Text

Joseph Henry, Hubert P. H. Shum and Taku Komura, "Interactive Formation Control in Complex Environments," IEEE Transactions on Visualization and Computer Graphics, vol. 20, no. 2, pp. 211-222, IEEE, Feb 2014.

Bibtex

@article{henry14interactive,
author={Henry, Joseph and Shum, Hubert P. H. and Komura, Taku},
journal={IEEE Transactions on Visualization and Computer Graphics},
title={Interactive Formation Control in Complex Environments},
year={2014},
month={2},
volume={20},
number={2},
pages={211--222},
numpages={12},
doi={10.1109/TVCG.2013.116},
issn={1077-2626},
publisher={IEEE},
}

RIS

TY  - JOUR
AU  - Henry, Joseph
AU  - Shum, Hubert P. H.
AU  - Komura, Taku
T2  - IEEE Transactions on Visualization and Computer Graphics
TI  - Interactive Formation Control in Complex Environments
PY  - 2014
Y1  - 2 2014
VL  - 20
IS  - 2
SP  - 211
EP  - 222
DO  - 10.1109/TVCG.2013.116
SN  - 1077-2626
PB  - IEEE
ER  -

Paper YouTube

Citations 20+

A Quadruple Diffusion Convolutional Recurrent Network for Human Motion Prediction Impact Factor: 8.3^† Top 10% Journal in Engineering, Electrical & Electronic^† Citation: 29^#
IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2021
Qianhui Men, Edmond S. L. Ho, Hubert P. H. Shum and Howard Leung
Topics: Character Animation
Webpage Cite This Plain Text

Qianhui Men, Edmond S. L. Ho, Hubert P. H. Shum and Howard Leung, "A Quadruple Diffusion Convolutional Recurrent Network for Human Motion Prediction," IEEE Transactions on Circuits and Systems for Video Technology, vol. 31, no. 9, pp. 3417-3432, IEEE, 2021.

Bibtex

@article{men21quadruple,
author={Men, Qianhui and Ho, Edmond S. L. and Shum, Hubert P. H. and Leung, Howard},
journal={IEEE Transactions on Circuits and Systems for Video Technology},
title={A Quadruple Diffusion Convolutional Recurrent Network for Human Motion Prediction},
year={2021},
volume={31},
number={9},
pages={3417--3432},
numpages={16},
doi={10.1109/TCSVT.2020.3038145},
issn={1051-8215},
publisher={IEEE},
}

RIS

TY  - JOUR
AU  - Men, Qianhui
AU  - Ho, Edmond S. L.
AU  - Shum, Hubert P. H.
AU  - Leung, Howard
T2  - IEEE Transactions on Circuits and Systems for Video Technology
TI  - A Quadruple Diffusion Convolutional Recurrent Network for Human Motion Prediction
PY  - 2021
VL  - 31
IS  - 9
SP  - 3417
EP  - 3432
DO  - 10.1109/TCSVT.2020.3038145
SN  - 1051-8215
PB  - IEEE
ER  -

Paper GitHub YouTube

Interaction-Based Human Activity Comparison REF 2021 Submitted Output Impact Factor: 4.7^† Top 25% Journal in Computer Science, Software Engineering^† Citation: 29^#
IEEE Transactions on Visualization and Computer Graphics (TVCG), 2020
Yijun Shen, Longzhi Yang, Edmond S. L. Ho and Hubert P. H. Shum
Topics: Motion Analysis, Interaction Modelling, Action Recognition, Datasets
Webpage Cite This Plain Text

Yijun Shen, Longzhi Yang, Edmond S. L. Ho and Hubert P. H. Shum, "Interaction-Based Human Activity Comparison," IEEE Transactions on Visualization and Computer Graphics, vol. 26, no. 8, pp. 115673-115684, IEEE, 2020.

Bibtex

@article{shen20interaction,
author={Shen, Yijun and Yang, Longzhi and Ho, Edmond S. L. and Shum, Hubert P. H.},
journal={IEEE Transactions on Visualization and Computer Graphics},
title={Interaction-Based Human Activity Comparison},
year={2020},
volume={26},
number={8},
pages={115673--115684},
numpages={14},
doi={10.1109/TVCG.2019.2893247},
publisher={IEEE},
}

RIS

TY  - JOUR
AU  - Shen, Yijun
AU  - Yang, Longzhi
AU  - Ho, Edmond S. L.
AU  - Shum, Hubert P. H.
T2  - IEEE Transactions on Visualization and Computer Graphics
TI  - Interaction-Based Human Activity Comparison
PY  - 2020
VL  - 26
IS  - 8
SP  - 115673
EP  - 115684
DO  - 10.1109/TVCG.2019.2893247
PB  - IEEE
ER  -

Paper Dataset GitHub YouTube

3D Car Shape Reconstruction from a Contour Sketch using GAN and Lazy Learning Impact Factor: 3.0^† Citation: 28^#
Visual Computer (VC), 2022
Naoki Nozawa, Hubert P. H. Shum, Qi Feng, Edmond S. L. Ho and Shigeo Morishima
Topics: 3D Reconstruction, Surface Modelling, Artwork Analysis
Webpage Cite This Plain Text

Naoki Nozawa, Hubert P. H. Shum, Qi Feng, Edmond S. L. Ho and Shigeo Morishima, "3D Car Shape Reconstruction from a Contour Sketch using GAN and Lazy Learning," Visual Computer, vol. 38, no. 4, pp. 1317-1330, Springer, 2022.

Bibtex

@article{nozawa21car,
author={Nozawa, Naoki and Shum, Hubert P. H. and Feng, Qi and Ho, Edmond S. L. and Morishima, Shigeo},
journal={Visual Computer},
title={3D Car Shape Reconstruction from a Contour Sketch using GAN and Lazy Learning},
year={2022},
volume={38},
number={4},
pages={1317--1330},
numpages={14},
doi={10.1007/s00371-020-02024-y},
issn={1432-2315},
publisher={Springer},
}

RIS

TY  - JOUR
AU  - Nozawa, Naoki
AU  - Shum, Hubert P. H.
AU  - Feng, Qi
AU  - Ho, Edmond S. L.
AU  - Morishima, Shigeo
T2  - Visual Computer
TI  - 3D Car Shape Reconstruction from a Contour Sketch using GAN and Lazy Learning
PY  - 2022
VL  - 38
IS  - 4
SP  - 1317
EP  - 1330
DO  - 10.1007/s00371-020-02024-y
SN  - 1432-2315
PB  - Springer
ER  -

Paper YouTube

Automatic Musculoskeletal and Neurological Disorder Diagnosis with Relative Joint Displacement from Human Gait REF 2021 Submitted Output Impact Factor: 4.8^† Citation: 28^#
IEEE Transactions on Neural Systems and Rehabilitation Engineering (TNSRE), 2018
Worasak Rueangsirarak, Jingtian Zhang, Nauman Aslam and Hubert P. H. Shum
Topics: Biomedical Engineering, Motion Analysis, Datasets, Healthcare Diagnosis, Responsible AI
Webpage Cite This Plain Text

Worasak Rueangsirarak, Jingtian Zhang, Nauman Aslam and Hubert P. H. Shum, "Automatic Musculoskeletal and Neurological Disorder Diagnosis with Relative Joint Displacement from Human Gait," IEEE Transactions on Neural Systems and Rehabilitation Engineering, vol. 26, no. 12, pp. 2387-2396, IEEE, 2018.

Bibtex

@article{rueangsirarak18automatic,
author={Rueangsirarak, Worasak and Zhang, Jingtian and Aslam, Nauman and Shum, Hubert P. H.},
journal={IEEE Transactions on Neural Systems and Rehabilitation Engineering},
title={Automatic Musculoskeletal and Neurological Disorder Diagnosis with Relative Joint Displacement from Human Gait},
year={2018},
volume={26},
number={12},
pages={2387--2396},
numpages={10},
doi={10.1109/TNSRE.2018.2880871},
issn={1534-4320},
publisher={IEEE},
}

RIS

TY  - JOUR
AU  - Rueangsirarak, Worasak
AU  - Zhang, Jingtian
AU  - Aslam, Nauman
AU  - Shum, Hubert P. H.
T2  - IEEE Transactions on Neural Systems and Rehabilitation Engineering
TI  - Automatic Musculoskeletal and Neurological Disorder Diagnosis with Relative Joint Displacement from Human Gait
PY  - 2018
VL  - 26
IS  - 12
SP  - 2387
EP  - 2396
DO  - 10.1109/TNSRE.2018.2880871
SN  - 1534-4320
PB  - IEEE
ER  -

Paper Dataset GitHub

TSK Inference with Sparse Rule Bases Best Paper Award Citation: 28^#
Proceedings of the 2016 UK Workshop on Computational Intelligence (UKCI), 2016
Jie Li, Yanpeng Qu, Hubert P. H. Shum and Longzhi Yang
Topics:
Webpage Cite This Plain Text

Jie Li, Yanpeng Qu, Hubert P. H. Shum and Longzhi Yang, "TSK Inference with Sparse Rule Bases," in UKCI '16: Proceedings of the 2016 UK Workshop on Computational Intelligence, pp. 107-123, Lancaster, UK, Springer International Publishing, Sep 2016.

Bibtex

@inproceedings{li17tsk,
author={Li, Jie and Qu, Yanpeng and Shum, Hubert P. H. and Yang, Longzhi},
booktitle={Proceedings of the 2016 UK Workshop on Computational Intelligence},
series={UKCI '16},
title={TSK Inference with Sparse Rule Bases},
year={2016},
month={9},
pages={107--123},
numpages={7},
doi={10.1007/978-3-319-46562-3_8},
isbn={978-3-319-46562-3},
publisher={Springer International Publishing},
Address={Cham},
location={Lancaster, UK},
}

RIS

TY  - CONF
AU  - Li, Jie
AU  - Qu, Yanpeng
AU  - Shum, Hubert P. H.
AU  - Yang, Longzhi
T2  - Proceedings of the 2016 UK Workshop on Computational Intelligence
TI  - TSK Inference with Sparse Rule Bases
PY  - 2016
Y1  - 9 2016
SP  - 107
EP  - 123
DO  - 10.1007/978-3-319-46562-3_8
SN  - 978-3-319-46562-3
PB  - Springer International Publishing
ER  -

Paper

Topology Aware Data-Driven Inverse Kinematics Impact Factor: 2.7^† Citation: 28^#
Computer Graphics Forum (CGF) - Proceedings of the 2013 Pacific Conference on Computer Graphics and Applications (PG), 2013
Edmond S. L. Ho, Hubert P. H. Shum, Yiu-ming Cheung and P. C. Yuen
Topics: Character Animation, Interaction Modelling
Webpage Cite This Plain Text

Edmond S. L. Ho, Hubert P. H. Shum, Yiu-ming Cheung and P. C. Yuen, "Topology Aware Data-Driven Inverse Kinematics," Computer Graphics Forum, vol. 32, no. 7, pp. 61-70, John Wiley and Sons Ltd., Oct 2013.

Bibtex

@article{ho13topology,
author={Ho, Edmond S. L. and Shum, Hubert P. H. and Cheung, Yiu-ming and Yuen, P. C.},
journal={Computer Graphics Forum},
title={Topology Aware Data-Driven Inverse Kinematics},
year={2013},
month={10},
volume={32},
number={7},
pages={61--70},
numpages={10},
doi={10.1111/cgf.12212},
publisher={John Wiley and Sons Ltd.},
Address={Chichester, UK},
}

RIS

TY  - JOUR
AU  - Ho, Edmond S. L.
AU  - Shum, Hubert P. H.
AU  - Cheung, Yiu-ming
AU  - Yuen, P. C.
T2  - Computer Graphics Forum
TI  - Topology Aware Data-Driven Inverse Kinematics
PY  - 2013
Y1  - 10 2013
VL  - 32
IS  - 7
SP  - 61
EP  - 70
DO  - 10.1111/cgf.12212
PB  - John Wiley and Sons Ltd.
ER  -

Paper YouTube

Motion Adaptation for Humanoid Robots in Constrained Environments H5-Index: 122^# Core A* Conference^‡ Citation: 28^#
Proceedings of the 2013 IEEE International Conference on Robotics and Automation (ICRA), 2013
Edmond S. L. Ho and Hubert P. H. Shum
Topics: Robotics, Interaction Modelling
Webpage Cite This Plain Text

Edmond S. L. Ho and Hubert P. H. Shum, "Motion Adaptation for Humanoid Robots in Constrained Environments," in ICRA '13: Proceedings of the 2013 IEEE International Conference on Robotics and Automation, pp. 3813-3818, Karlsruhe, IEEE, May 2013.

Bibtex

@inproceedings{ho13motion,
author={Ho, Edmond S. L. and Shum, Hubert P. H.},
booktitle={Proceedings of the 2013 IEEE International Conference on Robotics and Automation},
series={ICRA '13},
title={Motion Adaptation for Humanoid Robots in Constrained Environments},
year={2013},
month={5},
pages={3813--3818},
numpages={6},
doi={10.1109/ICRA.2013.6631113},
issn={1050-4729},
isbn={978-1-4673-5641-1},
publisher={IEEE},
location={Karlsruhe},
}

RIS

TY  - CONF
AU  - Ho, Edmond S. L.
AU  - Shum, Hubert P. H.
T2  - Proceedings of the 2013 IEEE International Conference on Robotics and Automation
TI  - Motion Adaptation for Humanoid Robots in Constrained Environments
PY  - 2013
Y1  - 5 2013
SP  - 3813
EP  - 3818
DO  - 10.1109/ICRA.2013.6631113
SN  - 1050-4729
PB  - IEEE
ER  -

Paper YouTube

An Intelligent Mobile-Based Automatic Diagnostic System to Identify Retinal Diseases using Mathematical Morphological Operations Citation: 27^#
Proceedings of the 2014 International Conference on Software, Knowledge, Information Management and Applications (SKIMA), 2014
Mohamed Omar, Alamgir Hossain, Li Zhang and Hubert P. H. Shum
Topics: Biomedical Engineering, Healthcare Diagnosis
Webpage Cite This Plain Text

Mohamed Omar, Alamgir Hossain, Li Zhang and Hubert P. H. Shum, "An Intelligent Mobile-Based Automatic Diagnostic System to Identify Retinal Diseases using Mathematical Morphological Operations," in SKIMA '14: Proceedings of the 2014 International Conference on Software, Knowledge, Information Management and Applications, pp. 1-5, Dhaka, Bangladesh, Dec 2014.

Bibtex

@inproceedings{omar14intelligent,
author={Omar, Mohamed and Hossain, Alamgir and Zhang, Li and Shum, Hubert P. H.},
booktitle={Proceedings of the 2014 International Conference on Software, Knowledge, Information Management and Applications},
series={SKIMA '14},
title={An Intelligent Mobile-Based Automatic Diagnostic System to Identify Retinal Diseases using Mathematical Morphological Operations},
year={2014},
month={12},
pages={1--5},
numpages={5},
doi={10.1109/SKIMA.2014.7083563},
location={Dhaka, Bangladesh},
}

RIS

TY  - CONF
AU  - Omar, Mohamed
AU  - Hossain, Alamgir
AU  - Zhang, Li
AU  - Shum, Hubert P. H.
T2  - Proceedings of the 2014 International Conference on Software, Knowledge, Information Management and Applications
TI  - An Intelligent Mobile-Based Automatic Diagnostic System to Identify Retinal Diseases using Mathematical Morphological Operations
PY  - 2014
Y1  - 12 2014
SP  - 1
EP  - 5
DO  - 10.1109/SKIMA.2014.7083563
ER  -

Paper

RobIn: A Robust Interpretable Deep Network for Schizophrenia Diagnosis Impact Factor: 7.5^† Top 25% Journal in Computer Science, Artificial Intelligence^† Citation: 26^#
Expert Systems with Applications (ESWA), 2022
Daniel Organisciak, Hubert P. H. Shum, Ephraim Nwoye and Wai Lok Woo
Topics: Biomedical Engineering, Healthcare Diagnosis, Responsible AI
Webpage Cite This Plain Text

Daniel Organisciak, Hubert P. H. Shum, Ephraim Nwoye and Wai Lok Woo, "RobIn: A Robust Interpretable Deep Network for Schizophrenia Diagnosis," Expert Systems with Applications, vol. 201, pp. 117158, Elsevier, 2022.

Bibtex

@article{organisciak22robin,
author={Organisciak, Daniel and Shum, Hubert P. H. and Nwoye, Ephraim and Woo, Wai Lok},
journal={Expert Systems with Applications},
title={RobIn: A Robust Interpretable Deep Network for Schizophrenia Diagnosis},
year={2022},
volume={201},
pages={117158},
numpages={12},
doi={10.1016/j.eswa.2022.117158},
issn={0957-4174},
publisher={Elsevier},
}

RIS

TY  - JOUR
AU  - Organisciak, Daniel
AU  - Shum, Hubert P. H.
AU  - Nwoye, Ephraim
AU  - Woo, Wai Lok
T2  - Expert Systems with Applications
TI  - RobIn: A Robust Interpretable Deep Network for Schizophrenia Diagnosis
PY  - 2022
VL  - 201
SP  - 117158
EP  - 117158
DO  - 10.1016/j.eswa.2022.117158
SN  - 0957-4174
PB  - Elsevier
ER  -

Paper

Multi-Layer Lattice Model for Real-Time Dynamic Character Deformation Impact Factor: 2.7^† Citation: 26^#
Computer Graphics Forum (CGF) - Proceedings of the 2015 Pacific Conference on Computer Graphics and Applications (PG), 2015
Naoya Iwamoto, Hubert P. H. Shum, Longzhi Yang and Shigeo Morishima
Topics: Character Animation, Surface Modelling
Webpage Cite This Plain Text

Naoya Iwamoto, Hubert P. H. Shum, Longzhi Yang and Shigeo Morishima, "Multi-Layer Lattice Model for Real-Time Dynamic Character Deformation," Computer Graphics Forum, vol. 34, no. 7, pp. 99-109, John Wiley and Sons Ltd., Oct 2015.

Bibtex

@article{iwamoto15multilayer,
author={Iwamoto, Naoya and Shum, Hubert P. H. and Yang, Longzhi and Morishima, Shigeo},
journal={Computer Graphics Forum},
title={Multi-Layer Lattice Model for Real-Time Dynamic Character Deformation},
year={2015},
month={10},
volume={34},
number={7},
pages={99--109},
numpages={11},
doi={10.1111/cgf.12749},
issn={1467-8659},
publisher={John Wiley and Sons Ltd.},
Address={Chichester, UK},
}

RIS

TY  - JOUR
AU  - Iwamoto, Naoya
AU  - Shum, Hubert P. H.
AU  - Yang, Longzhi
AU  - Morishima, Shigeo
T2  - Computer Graphics Forum
TI  - Multi-Layer Lattice Model for Real-Time Dynamic Character Deformation
PY  - 2015
Y1  - 10 2015
VL  - 34
IS  - 7
SP  - 99
EP  - 109
DO  - 10.1111/cgf.12749
SN  - 1467-8659
PB  - John Wiley and Sons Ltd.
ER  -

Paper YouTube

360 Depth Estimation in the Wild - The Depth360 Dataset and the SegFuse Network Core A* Conference^‡ Citation: 25^#
Proceedings of the 2022 IEEE Conference on Virtual Reality and 3D User Interfaces (VR), 2022
Qi Feng, Hubert P. H. Shum and Shigeo Morishima
Topics: 3D Reconstruction, Environment Sensing, Video Analysis, Datasets
Webpage Cite This Plain Text

Qi Feng, Hubert P. H. Shum and Shigeo Morishima, "360 Depth Estimation in the Wild - The Depth360 Dataset and the SegFuse Network," in VR '22: Proceedings of the 2022 IEEE Conference on Virtual Reality and 3D User Interfaces, pp. 664-673, IEEE, Mar 2022.

Bibtex

@inproceedings{feng22depth,
author={Feng, Qi and Shum, Hubert P. H. and Morishima, Shigeo},
booktitle={Proceedings of the 2022 IEEE Conference on Virtual Reality and 3D User Interfaces},
series={VR '22},
title={360 Depth Estimation in the Wild - The Depth360 Dataset and the SegFuse Network},
year={2022},
month={3},
pages={664--673},
numpages={10},
doi={10.1109/VR51125.2022.00087},
publisher={IEEE},
}

RIS

TY  - CONF
AU  - Feng, Qi
AU  - Shum, Hubert P. H.
AU  - Morishima, Shigeo
T2  - Proceedings of the 2022 IEEE Conference on Virtual Reality and 3D User Interfaces
TI  - 360 Depth Estimation in the Wild - The Depth360 Dataset and the SegFuse Network
PY  - 2022
Y1  - 3 2022
SP  - 664
EP  - 673
DO  - 10.1109/VR51125.2022.00087
PB  - IEEE
ER  -

Paper YouTube Part 1 YouTube Part 2

Human-Centric Autonomous Driving in an AV-Pedestrian Interactive Environment Using SVO Best Paper Award Citation: 24^#
Proceedings of the 2021 IEEE International Conference on Human-Machine Systems (ICHMS), 2021
Luca Crosato, Chongfeng Wei, Edmond S. L. Ho and Hubert P. H. Shum
Topics: Robotics, Interaction Modelling
Webpage Cite This Plain Text

Luca Crosato, Chongfeng Wei, Edmond S. L. Ho and Hubert P. H. Shum, "Human-Centric Autonomous Driving in an AV-Pedestrian Interactive Environment Using SVO," in ICHMS '21: Proceedings of the 2021 IEEE International Conference on Human-Machine Systems, pp. 1-6, Magdeburg, Germany, IEEE, Sep 2021.

Bibtex

@inproceedings{luca21humancentric,
author={Crosato, Luca and Wei, Chongfeng and Ho, Edmond S. L. and Shum, Hubert P. H.},
booktitle={Proceedings of the 2021 IEEE International Conference on Human-Machine Systems},
series={ICHMS '21},
title={Human-Centric Autonomous Driving in an AV-Pedestrian Interactive Environment Using SVO},
year={2021},
month={9},
pages={1--6},
numpages={6},
doi={10.1109/ICHMS53169.2021.9582640},
publisher={IEEE},
location={Magdeburg, Germany},
}

RIS

TY  - CONF
AU  - Crosato, Luca
AU  - Wei, Chongfeng
AU  - Ho, Edmond S. L.
AU  - Shum, Hubert P. H.
T2  - Proceedings of the 2021 IEEE International Conference on Human-Machine Systems
TI  - Human-Centric Autonomous Driving in an AV-Pedestrian Interactive Environment Using SVO
PY  - 2021
Y1  - 9 2021
SP  - 1
EP  - 6
DO  - 10.1109/ICHMS53169.2021.9582640
PB  - IEEE
ER  -

Paper YouTube

Experience-Based Rule Base Generation and Adaptation for Fuzzy Interpolation IEEE CIS Outstanding Student-Paper Travel Grants Citation: 24^#
Proceedings of the 2016 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 2016
Jie Li, Hubert P. H. Shum, Xin Fu, Graham Sexton and Longzhi Yang
Topics:
Webpage Cite This Plain Text

Jie Li, Hubert P. H. Shum, Xin Fu, Graham Sexton and Longzhi Yang, "Experience-Based Rule Base Generation and Adaptation for Fuzzy Interpolation," in FUZZ-IEEE '16: Proceedings of the 2016 IEEE International Conference on Fuzzy Systems, pp. 102-109, Vancouver, Canada, IEEE, Jul 2016.

Bibtex

@inproceedings{li19experience,
author={Li, Jie and Shum, Hubert P. H. and Fu, Xin and Sexton, Graham and Yang, Longzhi},
booktitle={Proceedings of the 2016 IEEE International Conference on Fuzzy Systems},
series={FUZZ-IEEE '16},
title={Experience-Based Rule Base Generation and Adaptation for Fuzzy Interpolation},
year={2016},
month={7},
pages={102--109},
numpages={9},
doi={10.1109/FUZZ-IEEE.2016.7737674},
publisher={IEEE},
location={Vancouver, Canada},
}

RIS

TY  - CONF
AU  - Li, Jie
AU  - Shum, Hubert P. H.
AU  - Fu, Xin
AU  - Sexton, Graham
AU  - Yang, Longzhi
T2  - Proceedings of the 2016 IEEE International Conference on Fuzzy Systems
TI  - Experience-Based Rule Base Generation and Adaptation for Fuzzy Interpolation
PY  - 2016
Y1  - 7 2016
SP  - 102
EP  - 109
DO  - 10.1109/FUZZ-IEEE.2016.7737674
PB  - IEEE
ER  -

Paper

Finding Repetitive Patterns in 3D Human Motion Captured Data Citation: 24^#
Proceedings of the 2008 International Conference on Ubiquitous Information Management and Communication (ICUIMC), 2008
Jeff K. T. Tang, Howard Leung, Taku Komura and Hubert P. H. Shum
Topics: Action Recognition
Webpage Cite This Plain Text

Jeff K. T. Tang, Howard Leung, Taku Komura and Hubert P. H. Shum, "Finding Repetitive Patterns in 3D Human Motion Captured Data," in ICUIMC '08: Proceedings of the 2008 International Conference on Ubiquitous Information Management and Communication, pp. 396-403, Suwon, Korea, ACM, Jan 2008.

Bibtex

@inproceedings{tang08finding,
author={Tang, Jeff K. T. and Leung, Howard and Komura, Taku and Shum, Hubert P. H.},
booktitle={Proceedings of the 2008 International Conference on Ubiquitous Information Management and Communication},
series={ICUIMC '08},
title={Finding Repetitive Patterns in 3D Human Motion Captured Data},
year={2008},
month={1},
pages={396--403},
numpages={8},
doi={10.1145/1352793.1352876},
isbn={978-1-59593-993-7},
publisher={ACM},
Address={New York, NY, USA},
location={Suwon, Korea},
}

RIS

TY  - CONF
AU  - Tang, Jeff K. T.
AU  - Leung, Howard
AU  - Komura, Taku
AU  - Shum, Hubert P. H.
T2  - Proceedings of the 2008 International Conference on Ubiquitous Information Management and Communication
TI  - Finding Repetitive Patterns in 3D Human Motion Captured Data
PY  - 2008
Y1  - 1 2008
SP  - 396
EP  - 403
DO  - 10.1145/1352793.1352876
SN  - 978-1-59593-993-7
PB  - ACM
ER  -

Paper

Focalized Contrastive View-Invariant Learning for Self-Supervised Skeleton-Based Action Recognition Impact Factor: 5.5^† Top 25% Journal in Computer Science, Artificial Intelligence^† Citation: 22^#
Neurocomputing, 2023
Qianhui Men, Edmond S. L. Ho, Hubert P. H. Shum and Howard Leung
Topics: Action Recognition
Webpage Cite This Plain Text

Qianhui Men, Edmond S. L. Ho, Hubert P. H. Shum and Howard Leung, "Focalized Contrastive View-Invariant Learning for Self-Supervised Skeleton-Based Action Recognition," Neurocomputing, vol. 537, pp. 198-209, Elsevier, 2023.

Bibtex

@article{men23focalized,
author={Men, Qianhui and Ho, Edmond S. L. and Shum, Hubert P. H. and Leung, Howard},
journal={Neurocomputing},
title={Focalized Contrastive View-Invariant Learning for Self-Supervised Skeleton-Based Action Recognition},
year={2023},
volume={537},
pages={198--209},
numpages={12},
doi={10.1016/j.neucom.2023.03.070},
issn={0925-2312},
publisher={Elsevier},
}

RIS

TY  - JOUR
AU  - Men, Qianhui
AU  - Ho, Edmond S. L.
AU  - Shum, Hubert P. H.
AU  - Leung, Howard
T2  - Neurocomputing
TI  - Focalized Contrastive View-Invariant Learning for Self-Supervised Skeleton-Based Action Recognition
PY  - 2023
VL  - 537
SP  - 198
EP  - 209
DO  - 10.1016/j.neucom.2023.03.070
SN  - 0925-2312
PB  - Elsevier
ER  -

Paper Source Code

LMZMPM: Local Modified Zernike Moment Per-Unit Mass for Robust Human Face Recognition Impact Factor: 6.3^† Top 25% Journal in Engineering, Electrical & Electronic^† Citation: 22^#
IEEE Transactions on Information Forensics and Security (TIFS), 2021
Arindam Kar, Sourav Pramanik, Arghya Chakraborty, Debotosh Bhattacharjee, Edmond S. L. Ho and Hubert P. H. Shum
Topics: Cybersecurity, Face Modelling
Webpage Cite This Plain Text

Arindam Kar, Sourav Pramanik, Arghya Chakraborty, Debotosh Bhattacharjee, Edmond S. L. Ho and Hubert P. H. Shum, "LMZMPM: Local Modified Zernike Moment Per-Unit Mass for Robust Human Face Recognition," IEEE Transactions on Information Forensics and Security, vol. 16, no. 1, pp. 495-509, IEEE, 2021.

Bibtex

@article{kar21lmzmpm,
author={Kar, Arindam and Pramanik, Sourav and Chakraborty, Arghya and Bhattacharjee, Debotosh and Ho, Edmond S. L. and Shum, Hubert P. H.},
journal={IEEE Transactions on Information Forensics and Security},
title={LMZMPM: Local Modified Zernike Moment Per-Unit Mass for Robust Human Face Recognition},
year={2021},
volume={16},
number={1},
pages={495--509},
numpages={15},
doi={10.1109/TIFS.2020.3015552},
issn={1556-6021},
publisher={IEEE},
}

RIS

TY  - JOUR
AU  - Kar, Arindam
AU  - Pramanik, Sourav
AU  - Chakraborty, Arghya
AU  - Bhattacharjee, Debotosh
AU  - Ho, Edmond S. L.
AU  - Shum, Hubert P. H.
T2  - IEEE Transactions on Information Forensics and Security
TI  - LMZMPM: Local Modified Zernike Moment Per-Unit Mass for Robust Human Face Recognition
PY  - 2021
VL  - 16
IS  - 1
SP  - 495
EP  - 509
DO  - 10.1109/TIFS.2020.3015552
SN  - 1556-6021
PB  - IEEE
ER  -

Paper

Illumination-Based Data Augmentation for Robust Background Subtraction Best Paper Award Citation: 22^#
Proceedings of the 2019 International Conference on Software, Knowledge, Information Management and Applications (SKIMA), 2019
Dimitrios Sakkos, Hubert P. H. Shum and Edmond S. L. Ho
Topics: Surveillance
Webpage Cite This Plain Text

Dimitrios Sakkos, Hubert P. H. Shum and Edmond S. L. Ho, "Illumination-Based Data Augmentation for Robust Background Subtraction," in SKIMA '19: Proceedings of the 2019 International Conference on Software, Knowledge, Information Management and Applications, pp. 1-8, Island of Ukulhas, Maldives, IEEE, Aug 2019.

Bibtex

@inproceedings{sakkos19triplet,
author={Sakkos, Dimitrios and Shum, Hubert P. H. and Ho, Edmond S. L.},
booktitle={Proceedings of the 2019 International Conference on Software, Knowledge, Information Management and Applications},
series={SKIMA '19},
title={Illumination-Based Data Augmentation for Robust Background Subtraction},
year={2019},
month={8},
pages={1--8},
numpages={8},
doi={10.1109/SKIMA47702.2019.8982527},
publisher={IEEE},
location={Island of Ukulhas, Maldives},
}

RIS

TY  - CONF
AU  - Sakkos, Dimitrios
AU  - Shum, Hubert P. H.
AU  - Ho, Edmond S. L.
T2  - Proceedings of the 2019 International Conference on Software, Knowledge, Information Management and Applications
TI  - Illumination-Based Data Augmentation for Robust Background Subtraction
PY  - 2019
Y1  - 8 2019
SP  - 1
EP  - 8
DO  - 10.1109/SKIMA47702.2019.8982527
PB  - IEEE
ER  -

Paper GitHub

Posture-Based and Action-Based Graphs for Boxing Skill Visualization Impact Factor: 2.5^† Citation: 22^#
Computers and Graphics (C&G), 2017
Yijun Shen, He Wang, Edmond S. L. Ho, Longzhi Yang and Hubert P. H. Shum
Topics: Motion Analysis
Webpage Cite This Plain Text

Yijun Shen, He Wang, Edmond S. L. Ho, Longzhi Yang and Hubert P. H. Shum, "Posture-Based and Action-Based Graphs for Boxing Skill Visualization," Computers and Graphics, vol. 69, no. Supplement C, pp. 104-115, Elsevier, 2017.

Bibtex

@article{shen17posture,
author={Shen, Yijun and Wang, He and Ho, Edmond S. L. and Yang, Longzhi and Shum, Hubert P. H.},
journal={Computers and Graphics},
title={Posture-Based and Action-Based Graphs for Boxing Skill Visualization},
year={2017},
volume={69},
number={Supplement C},
pages={104--115},
numpages={13},
doi={10.1016/j.cag.2017.09.007},
issn={0097-8493},
publisher={Elsevier},
}

RIS

TY  - JOUR
AU  - Shen, Yijun
AU  - Wang, He
AU  - Ho, Edmond S. L.
AU  - Yang, Longzhi
AU  - Shum, Hubert P. H.
T2  - Computers and Graphics
TI  - Posture-Based and Action-Based Graphs for Boxing Skill Visualization
PY  - 2017
VL  - 69
IS  - Supplement C
SP  - 104
EP  - 115
DO  - 10.1016/j.cag.2017.09.007
SN  - 0097-8493
PB  - Elsevier
ER  -

Paper YouTube

Semantics-STGCNN: A Semantics-Guided Spatial-Temporal Graph Convolutional Network for Multi-Class Trajectory Prediction Citation: 20^#
Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics (SMC), 2021
Ben Rainbow, Qianhui Men and Hubert P. H. Shum
Topics: Crowd Modelling
Webpage Cite This Plain Text

Ben Rainbow, Qianhui Men and Hubert P. H. Shum, "Semantics-STGCNN: A Semantics-Guided Spatial-Temporal Graph Convolutional Network for Multi-Class Trajectory Prediction," in SMC '21: Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics, pp. 2959-2966, Melbourne, Australia, IEEE, Oct 2021.

Bibtex

@inproceedings{rainbow21semantics,
author={Rainbow, Ben and Men, Qianhui and Shum, Hubert P. H.},
booktitle={Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics},
series={SMC '21},
title={Semantics-STGCNN: A Semantics-Guided Spatial-Temporal Graph Convolutional Network for Multi-Class Trajectory Prediction},
year={2021},
month={10},
pages={2959--2966},
numpages={8},
doi={10.1109/SMC52423.2021.9658781},
issn={2959-2966},
publisher={IEEE},
location={Melbourne, Australia},
}

RIS

TY  - CONF
AU  - Rainbow, Ben
AU  - Men, Qianhui
AU  - Shum, Hubert P. H.
T2  - Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics
TI  - Semantics-STGCNN: A Semantics-Guided Spatial-Temporal Graph Convolutional Network for Multi-Class Trajectory Prediction
PY  - 2021
Y1  - 10 2021
SP  - 2959
EP  - 2966
DO  - 10.1109/SMC52423.2021.9658781
SN  - 2959-2966
PB  - IEEE
ER  -

Paper YouTube

DurLAR: A High-fidelity 128-Channel LiDAR Dataset with Panoramic Ambientand Reflectivity Imagery for Multi-Modal Autonomous Driving Applications H5-Index: 51^# Citation: 20^#
Proceedings of the 2021 International Conference on 3D Vision (3DV), 2021
Li Li, Khalid N. Ismail, Hubert P. H. Shum and Toby P. Breckon
Topics: Robotics, 3D Reconstruction, Environment Sensing, Datasets
Webpage Cite This Plain Text

Li Li, Khalid N. Ismail, Hubert P. H. Shum and Toby P. Breckon, "DurLAR: A High-fidelity 128-Channel LiDAR Dataset with Panoramic Ambientand Reflectivity Imagery for Multi-Modal Autonomous Driving Applications," in 3DV '21: Proceedings of the 2021 International Conference on 3D Vision, pp. 1227-1237, IEEE, Dec 2021.

Bibtex

@inproceedings{li21durlar,
author={Li, Li and Ismail, Khalid N. and Shum, Hubert P. H. and Breckon, Toby P.},
booktitle={Proceedings of the 2021 International Conference on 3D Vision},
series={3DV '21},
title={DurLAR: A High-fidelity 128-Channel LiDAR Dataset with Panoramic Ambientand Reflectivity Imagery for Multi-Modal Autonomous Driving Applications},
year={2021},
month={12},
pages={1227--1237},
numpages={11},
doi={10.1109/3DV53792.2021.00130},
publisher={IEEE},
}

RIS

TY  - CONF
AU  - Li, Li
AU  - Ismail, Khalid N.
AU  - Shum, Hubert P. H.
AU  - Breckon, Toby P.
T2  - Proceedings of the 2021 International Conference on 3D Vision
TI  - DurLAR: A High-fidelity 128-Channel LiDAR Dataset with Panoramic Ambientand Reflectivity Imagery for Multi-Modal Autonomous Driving Applications
PY  - 2021
Y1  - 12 2021
SP  - 1227
EP  - 1237
DO  - 10.1109/3DV53792.2021.00130
PB  - IEEE
ER  -

Paper Dataset GitHub YouTube

A New Method to Evaluate the Dynamic Air Gap Thickness and Garment Sliding of Virtual Clothes During Walking Impact Factor: 1.6^† Citation: 20^#
Textile Research Journal (TRJ), 2019
Pengpeng Hu, Edmond S. L. Ho, Nauman Aslam, Taku Komura and Hubert P. H. Shum
Topics: Surface Modelling
Webpage Cite This Plain Text

Pengpeng Hu, Edmond S. L. Ho, Nauman Aslam, Taku Komura and Hubert P. H. Shum, "A New Method to Evaluate the Dynamic Air Gap Thickness and Garment Sliding of Virtual Clothes During Walking," Textile Research Journal, vol. 89, no. 19--20, pp. 4148-4161, SAGE, 2019.

Bibtex

@article{hu19newmethod,
author={Hu, Pengpeng and Ho, Edmond S. L. and Aslam, Nauman and Komura, Taku and Shum, Hubert P. H.},
journal={Textile Research Journal},
title={A New Method to Evaluate the Dynamic Air Gap Thickness and Garment Sliding of Virtual Clothes During Walking},
year={2019},
volume={89},
number={19--20},
pages={4148--4161},
numpages={14},
doi={10.1177/0040517519826930},
publisher={SAGE},
}

RIS

TY  - JOUR
AU  - Hu, Pengpeng
AU  - Ho, Edmond S. L.
AU  - Aslam, Nauman
AU  - Komura, Taku
AU  - Shum, Hubert P. H.
T2  - Textile Research Journal
TI  - A New Method to Evaluate the Dynamic Air Gap Thickness and Garment Sliding of Virtual Clothes During Walking
PY  - 2019
VL  - 89
IS  - 19--20
SP  - 4148
EP  - 4161
DO  - 10.1177/0040517519826930
PB  - SAGE
ER  -

Paper

Citations 10+

Interpreting Deep Learning Based Cerebral Palsy Prediction with Channel Attention Citation: 19^#
Proceedings of the 2021 IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI), 2021
Manli Zhu, Qianhui Men, Edmond S. L. Ho, Howard Leung and Hubert P. H. Shum
Topics: Biomedical Engineering, Motion Analysis, Healthcare Diagnosis, Responsible AI
Webpage Cite This Plain Text

Manli Zhu, Qianhui Men, Edmond S. L. Ho, Howard Leung and Hubert P. H. Shum, "Interpreting Deep Learning Based Cerebral Palsy Prediction with Channel Attention," in BHI '21: Proceedings of the 2021 IEEE-EMBS International Conference on Biomedical and Health Informatics, pp. 1-4, IEEE, Jul 2021.

Bibtex

@inproceedings{zhu21interpreting,
author={Zhu, Manli and Men, Qianhui and Ho, Edmond S. L. and Leung, Howard and Shum, Hubert P. H.},
booktitle={Proceedings of the 2021 IEEE-EMBS International Conference on Biomedical and Health Informatics},
series={BHI '21},
title={Interpreting Deep Learning Based Cerebral Palsy Prediction with Channel Attention},
year={2021},
month={7},
pages={1--4},
numpages={4},
doi={10.1109/BHI50953.2021.9508619},
issn={2641-3604},
publisher={IEEE},
}

RIS

TY  - CONF
AU  - Zhu, Manli
AU  - Men, Qianhui
AU  - Ho, Edmond S. L.
AU  - Leung, Howard
AU  - Shum, Hubert P. H.
T2  - Proceedings of the 2021 IEEE-EMBS International Conference on Biomedical and Health Informatics
TI  - Interpreting Deep Learning Based Cerebral Palsy Prediction with Channel Attention
PY  - 2021
Y1  - 7 2021
SP  - 1
EP  - 4
DO  - 10.1109/BHI50953.2021.9508619
SN  - 2641-3604
PB  - IEEE
ER  -

Paper YouTube

Multiview Discriminative Marginal Metric Learning for Makeup Face Verification Impact Factor: 5.5^† Top 25% Journal in Computer Science, Artificial Intelligence^† Citation: 19^#
Neurocomputing, 2019
Lining Zhang, Hubert P. H. Shum, Li Liu, Guodong Guo and Ling Shao
Topics: Cybersecurity, Face Modelling
Webpage Cite This Plain Text

Lining Zhang, Hubert P. H. Shum, Li Liu, Guodong Guo and Ling Shao, "Multiview Discriminative Marginal Metric Learning for Makeup Face Verification," Neurocomputing, vol. 333, pp. 339-350, Elsevier, 2019.

Bibtex

@article{zhang19multiview,
author={Zhang, Lining and Shum, Hubert P. H. and Liu, Li and Guo, Guodong and Shao, Ling},
journal={Neurocomputing},
title={Multiview Discriminative Marginal Metric Learning for Makeup Face Verification},
year={2019},
volume={333},
pages={339--350},
numpages={12},
doi={10.1016/j.neucom.2018.12.003},
issn={0925-2312},
publisher={Elsevier},
}

RIS

TY  - JOUR
AU  - Zhang, Lining
AU  - Shum, Hubert P. H.
AU  - Liu, Li
AU  - Guo, Guodong
AU  - Shao, Ling
T2  - Neurocomputing
TI  - Multiview Discriminative Marginal Metric Learning for Makeup Face Verification
PY  - 2019
VL  - 333
SP  - 339
EP  - 350
DO  - 10.1016/j.neucom.2018.12.003
SN  - 0925-2312
PB  - Elsevier
ER  -

Paper

Geometric Features Informed Multi-Person Human-Object Interaction Recognition in Videos H5-Index: 206^# Core A* Conference^‡ Citation: 18^#
Proceedings of the 2022 European Conference on Computer Vision (ECCV), 2022
Tanqiu Qiao, Qianhui Men, Frederick W. B. Li, Yoshiki Kubotani, Shigeo Morishima and Hubert P. H. Shum
Topics: Interaction Modelling, Action Recognition, Video Analysis, Datasets
Webpage Cite This Plain Text

Tanqiu Qiao, Qianhui Men, Frederick W. B. Li, Yoshiki Kubotani, Shigeo Morishima and Hubert P. H. Shum, "Geometric Features Informed Multi-Person Human-Object Interaction Recognition in Videos," in ECCV '22: Proceedings of the 2022 European Conference on Computer Vision, pp. 474-491, Tel Aviv, Israel, Springer, Oct 2022.

Bibtex

@inproceedings{qiao22geometric,
author={Qiao, Tanqiu and Men, Qianhui and Li, Frederick W. B. and Kubotani, Yoshiki and Morishima, Shigeo and Shum, Hubert P. H.},
booktitle={Proceedings of the 2022 European Conference on Computer Vision},
series={ECCV '22},
title={Geometric Features Informed Multi-Person Human-Object Interaction Recognition in Videos},
year={2022},
month={10},
pages={474--491},
numpages={18},
doi={10.1007/978-3-031-19772-7_28},
isbn={978-3-031-19772-7},
publisher={Springer},
location={Tel Aviv, Israel},
}

RIS

TY  - CONF
AU  - Qiao, Tanqiu
AU  - Men, Qianhui
AU  - Li, Frederick W. B.
AU  - Kubotani, Yoshiki
AU  - Morishima, Shigeo
AU  - Shum, Hubert P. H.
T2  - Proceedings of the 2022 European Conference on Computer Vision
TI  - Geometric Features Informed Multi-Person Human-Object Interaction Recognition in Videos
PY  - 2022
Y1  - 10 2022
SP  - 474
EP  - 491
DO  - 10.1007/978-3-031-19772-7_28
SN  - 978-3-031-19772-7
PB  - Springer
ER  -

Paper Supplementary Material Dataset GitHub

Pose-Based Tremor Classification for Parkinson’s Disease Diagnosis from Video H5-Index: 96^# Core A Conference^‡ Citation: 18^#
Proceedings of the 2022 International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2022
Haozheng Zhang, Edmond S. L. Ho, Francis Xiatian Zhang and Hubert P. H. Shum
Topics: Biomedical Engineering, Motion Analysis, Video Analysis, Healthcare Diagnosis, Responsible AI
Webpage Cite This Plain Text

Haozheng Zhang, Edmond S. L. Ho, Francis Xiatian Zhang and Hubert P. H. Shum, "Pose-Based Tremor Classification for Parkinson’s Disease Diagnosis from Video," in MICCAI '22: Proceedings of the 2022 International Conference on Medical Image Computing and Computer Assisted Intervention, pp. 489-499, Singapore, Singapore, Springer, Sep 2022.

Bibtex

@inproceedings{zhang22posebased,
author={Zhang, Haozheng and Ho, Edmond S. L. and Zhang, Francis Xiatian and Shum, Hubert P. H.},
booktitle={Proceedings of the 2022 International Conference on Medical Image Computing and Computer Assisted Intervention},
series={MICCAI '22},
title={Pose-Based Tremor Classification for Parkinson’s Disease Diagnosis from Video},
year={2022},
month={9},
pages={489--499},
numpages={11},
doi={10.1007/978-3-031-16440-8_47},
isbn={978-3-031-16439-2},
publisher={Springer},
location={Singapore, Singapore},
}

RIS

TY  - CONF
AU  - Zhang, Haozheng
AU  - Ho, Edmond S. L.
AU  - Zhang, Francis Xiatian
AU  - Shum, Hubert P. H.
T2  - Proceedings of the 2022 International Conference on Medical Image Computing and Computer Assisted Intervention
TI  - Pose-Based Tremor Classification for Parkinson’s Disease Diagnosis from Video
PY  - 2022
Y1  - 9 2022
SP  - 489
EP  - 499
DO  - 10.1007/978-3-031-16440-8_47
SN  - 978-3-031-16439-2
PB  - Springer
ER  -

Paper Supplementary Material

Intelligent Home Heating Controller Using Fuzzy Rule Interpolation Citation: 18^#
Proceedings of the 2015 UK Workshop on Computational Intelligence (UKCI), 2015
Jie Li, Longzhi Yang, Hubert P. H. Shum, Graham Sexton and Yao Tan
Topics:
Webpage Cite This Plain Text

Jie Li, Longzhi Yang, Hubert P. H. Shum, Graham Sexton and Yao Tan, "Intelligent Home Heating Controller Using Fuzzy Rule Interpolation," in UKCI '15: Proceedings of the 2015 UK Workshop on Computational Intelligence, Exeter, UK, 2015.

Bibtex

@inproceedings{lie15intelligent,
author={Li, Jie and Yang, Longzhi and Shum, Hubert P. H. and Sexton, Graham and Tan, Yao},
booktitle={Proceedings of the 2015 UK Workshop on Computational Intelligence},
series={UKCI '15},
title={Intelligent Home Heating Controller Using Fuzzy Rule Interpolation},
year={2015},
numpages={8},
location={Exeter, UK},
}

RIS

TY  - CONF
AU  - Li, Jie
AU  - Yang, Longzhi
AU  - Shum, Hubert P. H.
AU  - Sexton, Graham
AU  - Tan, Yao
T2  - Proceedings of the 2015 UK Workshop on Computational Intelligence
TI  - Intelligent Home Heating Controller Using Fuzzy Rule Interpolation
PY  - 2015
ER  -

Paper

A Video-Based Augmented Reality System for Human-in-the-Loop Muscle Strength Assessment of Juvenile Dermatomyositis Impact Factor: 4.7^† Top 25% Journal in Computer Science, Software Engineering^† Citation: 17^#
IEEE Transactions on Visualization and Computer Graphics (TVCG) - Proceedings of the 2023 IEEE Conference on Virtual Reality and 3D User Interfaces (VR), 2023
Kanglei Zhou, Ruizhi Cai, Yue Ma, Qingqing Tan, Xinning Wang, Jianguo Li, Hubert P. H. Shum, Frederick W. B. Li, Song Jin and Xiaohui Liang
Topics: Virtual Reality, Motion Analysis, Biomedical Engineering, Video Analysis, Healthcare Diagnosis, Responsible AI
Webpage Cite This Plain Text

Kanglei Zhou, Ruizhi Cai, Yue Ma, Qingqing Tan, Xinning Wang, Jianguo Li, Hubert P. H. Shum, Frederick W. B. Li, Song Jin and Xiaohui Liang, "A Video-Based Augmented Reality System for Human-in-the-Loop Muscle Strength Assessment of Juvenile Dermatomyositis," IEEE Transactions on Visualization and Computer Graphics, vol. 29, no. 5, pp. 2456-2466, Shanghai, China, IEEE, 2023.

Bibtex

@article{zhou23video,
author={Zhou, Kanglei and Cai, Ruizhi and Ma, Yue and Tan, Qingqing and Wang, Xinning and Li, Jianguo and Shum, Hubert P. H. and Li, Frederick W. B. and Jin, Song and Liang, Xiaohui},
journal={IEEE Transactions on Visualization and Computer Graphics},
title={A Video-Based Augmented Reality System for Human-in-the-Loop Muscle Strength Assessment of Juvenile Dermatomyositis},
year={2023},
volume={29},
number={5},
pages={2456--2466},
numpages={11},
doi={10.1109/TVCG.2023.3247092},
issn={1941-0506},
publisher={IEEE},
location={Shanghai, China},
}

RIS

TY  - JOUR
AU  - Zhou, Kanglei
AU  - Cai, Ruizhi
AU  - Ma, Yue
AU  - Tan, Qingqing
AU  - Wang, Xinning
AU  - Li, Jianguo
AU  - Shum, Hubert P. H.
AU  - Li, Frederick W. B.
AU  - Jin, Song
AU  - Liang, Xiaohui
T2  - IEEE Transactions on Visualization and Computer Graphics
TI  - A Video-Based Augmented Reality System for Human-in-the-Loop Muscle Strength Assessment of Juvenile Dermatomyositis
PY  - 2023
VL  - 29
IS  - 5
SP  - 2456
EP  - 2466
DO  - 10.1109/TVCG.2023.3247092
SN  - 1941-0506
PB  - IEEE
ER  -

Paper YouTube

Hard No-Box Adversarial Attack on Skeleton-Based Human Action Recognition with Skeleton-Motion-Informed Gradient H5-Index: 291^# Core A* Conference^‡ Citation: 17^#
Proceedings of the 2023 IEEE/CVF International Conference on Computer Vision (ICCV), 2023
Zhengzhi Lu, He Wang, Ziyi Chang, Guoan Yang and Hubert P. H. Shum
Topics: Action Recognition, Cybersecurity
Webpage Cite This Plain Text

Zhengzhi Lu, He Wang, Ziyi Chang, Guoan Yang and Hubert P. H. Shum, "Hard No-Box Adversarial Attack on Skeleton-Based Human Action Recognition with Skeleton-Motion-Informed Gradient," in ICCV '23: Proceedings of the 2023 IEEE/CVF International Conference on Computer Vision, pp. 4574-4583, Paris, France, IEEE/CVF, Oct 2023.

Bibtex

@inproceedings{lu23hard,
author={Lu, Zhengzhi and Wang, He and Chang, Ziyi and Yang, Guoan and Shum, Hubert P. H.},
booktitle={Proceedings of the 2023 IEEE/CVF International Conference on Computer Vision},
series={ICCV '23},
title={Hard No-Box Adversarial Attack on Skeleton-Based Human Action Recognition with Skeleton-Motion-Informed Gradient},
year={2023},
month={10},
pages={4574--4583},
numpages={10},
doi={10.1109/ICCV51070.2023.00424},
publisher={IEEE/CVF},
location={Paris, France},
}

RIS

TY  - CONF
AU  - Lu, Zhengzhi
AU  - Wang, He
AU  - Chang, Ziyi
AU  - Yang, Guoan
AU  - Shum, Hubert P. H.
T2  - Proceedings of the 2023 IEEE/CVF International Conference on Computer Vision
TI  - Hard No-Box Adversarial Attack on Skeleton-Based Human Action Recognition with Skeleton-Motion-Informed Gradient
PY  - 2023
Y1  - 10 2023
SP  - 4574
EP  - 4583
DO  - 10.1109/ICCV51070.2023.00424
PB  - IEEE/CVF
ER  -

Paper Supplementary Material GitHub YouTube

Arbitrary View Action Recognition via Transfer Dictionary Learning on Synthetic Training Data H5-Index: 122^# Core A* Conference^‡ Citation: 16^#
Proceedings of the 2016 IEEE International Conference on Robotics and Automation (ICRA), 2016
Jingtian Zhang, Lining Zhang, Hubert P. H. Shum and Ling Shao
Topics: Action Recognition, Datasets
Webpage Cite This Plain Text

Jingtian Zhang, Lining Zhang, Hubert P. H. Shum and Ling Shao, "Arbitrary View Action Recognition via Transfer Dictionary Learning on Synthetic Training Data," in ICRA '16: Proceedings of the 2016 IEEE International Conference on Robotics and Automation, pp. 1678-1684, Stockholm, Sweden, IEEE, May 2016.

Bibtex

@inproceedings{zhang16arbitrary,
author={Zhang, Jingtian and Zhang, Lining and Shum, Hubert P. H. and Shao, Ling},
booktitle={Proceedings of the 2016 IEEE International Conference on Robotics and Automation},
series={ICRA '16},
title={Arbitrary View Action Recognition via Transfer Dictionary Learning on Synthetic Training Data},
year={2016},
month={5},
pages={1678--1684},
numpages={8},
doi={10.1109/ICRA.2016.7487309},
publisher={IEEE},
location={Stockholm, Sweden},
}

RIS

TY  - CONF
AU  - Zhang, Jingtian
AU  - Zhang, Lining
AU  - Shum, Hubert P. H.
AU  - Shao, Ling
T2  - Proceedings of the 2016 IEEE International Conference on Robotics and Automation
TI  - Arbitrary View Action Recognition via Transfer Dictionary Learning on Synthetic Training Data
PY  - 2016
Y1  - 5 2016
SP  - 1678
EP  - 1684
DO  - 10.1109/ICRA.2016.7487309
PB  - IEEE
ER  -

Paper Dataset GitHub

HINT: High-quality INpainting Transformer with Mask-Aware Encoding and Enhanced Attention Impact Factor: 8.4^† Top 10% Journal in Computer Science, Software Engineering^† Citation: 15^#
IEEE Transactions on Multimedia (TMM), 2024
Shuang Chen, Amir Atapour-Abarghouei and Hubert P. H. Shum
Topics:
Webpage Cite This Plain Text

Shuang Chen, Amir Atapour-Abarghouei and Hubert P. H. Shum, "HINT: High-quality INpainting Transformer with Mask-Aware Encoding and Enhanced Attention," IEEE Transactions on Multimedia, vol. 26, pp. 7649-7660, IEEE, 2024.

Bibtex

@article{chen24hint,
author={Chen, Shuang and Atapour-Abarghouei, Amir and Shum, Hubert P. H.},
journal={IEEE Transactions on Multimedia},
title={HINT: High-quality INpainting Transformer with Mask-Aware Encoding and Enhanced Attention},
year={2024},
volume={26},
pages={7649--7660},
numpages={12},
doi={10.1109/TMM.2024.3369897},
issn={1520-9210 },
publisher={IEEE},
}

RIS

TY  - JOUR
AU  - Chen, Shuang
AU  - Atapour-Abarghouei, Amir
AU  - Shum, Hubert P. H.
T2  - IEEE Transactions on Multimedia
TI  - HINT: High-quality INpainting Transformer with Mask-Aware Encoding and Enhanced Attention
PY  - 2024
VL  - 26
SP  - 7649
EP  - 7660
DO  - 10.1109/TMM.2024.3369897
SN  - 1520-9210
PB  - IEEE
ER  -

Paper Supplementary Material GitHub YouTube

Unifying Human Motion Synthesis and Style Transfer with Denoising Diffusion Probabilistic Models Citation: 15^#
Proceedings of the 2023 International Conference on Computer Graphics Theory and Applications (GRAPP), 2023
Ziyi Chang, Edmund J. C. Findlay, Haozheng Zhang and Hubert P. H. Shum
Topics: Character Animation
Webpage Cite This Plain Text

Ziyi Chang, Edmund J. C. Findlay, Haozheng Zhang and Hubert P. H. Shum, "Unifying Human Motion Synthesis and Style Transfer with Denoising Diffusion Probabilistic Models," in GRAPP '23: Proceedings of the 2023 International Conference on Computer Graphics Theory and Applications, pp. 64-74, Lisbon, Portugal, SciTePress, Feb 2023.

Bibtex

@inproceedings{chang23unifying,
author={Chang, Ziyi and Findlay, Edmund J. C. and Zhang, Haozheng and Shum, Hubert P. H.},
booktitle={Proceedings of the 2023 International Conference on Computer Graphics Theory and Applications},
series={GRAPP '23},
title={Unifying Human Motion Synthesis and Style Transfer with Denoising Diffusion Probabilistic Models},
year={2023},
month={2},
pages={64--74},
numpages={11},
doi={10.5220/0011631000003417},
issn={2184-4321},
isbn={978-989-758-634-7},
publisher={SciTePress},
location={Lisbon, Portugal},
}

RIS

TY  - CONF
AU  - Chang, Ziyi
AU  - Findlay, Edmund J. C.
AU  - Zhang, Haozheng
AU  - Shum, Hubert P. H.
T2  - Proceedings of the 2023 International Conference on Computer Graphics Theory and Applications
TI  - Unifying Human Motion Synthesis and Style Transfer with Denoising Diffusion Probabilistic Models
PY  - 2023
Y1  - 2 2023
SP  - 64
EP  - 74
DO  - 10.5220/0011631000003417
SN  - 2184-4321
PB  - SciTePress
ER  -

Paper GitHub YouTube

Cerebral Palsy Prediction with Frequency Attention Informed Graph Convolutional Networks Oral Paper Citation: 15^#
Proceedings of the 2022 International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2022
Haozheng Zhang, Hubert P. H. Shum and Edmond S. L. Ho
Topics: Biomedical Engineering, Motion Analysis, Healthcare Diagnosis
Webpage Cite This Plain Text

Haozheng Zhang, Hubert P. H. Shum and Edmond S. L. Ho, "Cerebral Palsy Prediction with Frequency Attention Informed Graph Convolutional Networks," in EMBC '22: Proceedings of the 2022 International Conference of the IEEE Engineering in Medicine and Biology Society, pp. 1619-1625, Glasgow, UK, IEEE, Jul 2022.

Bibtex

@inproceedings{zhang22cerebral,
author={Zhang, Haozheng and Shum, Hubert P. H. and Ho, Edmond S. L.},
booktitle={Proceedings of the 2022 International Conference of the IEEE Engineering in Medicine and Biology Society},
series={EMBC '22},
title={Cerebral Palsy Prediction with Frequency Attention Informed Graph Convolutional Networks},
year={2022},
month={7},
pages={1619--1625},
numpages={7},
doi={10.1109/EMBC48229.2022.9871230},
publisher={IEEE},
location={Glasgow, UK},
}

RIS

TY  - CONF
AU  - Zhang, Haozheng
AU  - Shum, Hubert P. H.
AU  - Ho, Edmond S. L.
T2  - Proceedings of the 2022 International Conference of the IEEE Engineering in Medicine and Biology Society
TI  - Cerebral Palsy Prediction with Frequency Attention Informed Graph Convolutional Networks
PY  - 2022
Y1  - 7 2022
SP  - 1619
EP  - 1625
DO  - 10.1109/EMBC48229.2022.9871230
PB  - IEEE
ER  -

Paper YouTube

Data-Driven Crowd Motion Control with Multi-Touch Gestures Invited presentation at Eurographics 2019 Impact Factor: 2.7^† Citation: 15^#
Computer Graphics Forum (CGF), 2018
Yijun Shen, Joseph Henry, He Wang, Edmond S. L. Ho, Taku Komura and Hubert P. H. Shum
Topics: Crowd Modelling
Webpage Cite This Plain Text

Yijun Shen, Joseph Henry, He Wang, Edmond S. L. Ho, Taku Komura and Hubert P. H. Shum, "Data-Driven Crowd Motion Control with Multi-Touch Gestures," Computer Graphics Forum, vol. 37, no. 6, pp. 382-394, John Wiley and Sons Ltd., 2018.

Bibtex

@article{shen18datadriven,
author={Shen, Yijun and Henry, Joseph and Wang, He and Ho, Edmond S. L. and Komura, Taku and Shum, Hubert P. H.},
journal={Computer Graphics Forum},
title={Data-Driven Crowd Motion Control with Multi-Touch Gestures},
year={2018},
volume={37},
number={6},
pages={382--394},
numpages={14},
doi={10.1111/cgf.13333},
issn={1467-8659},
publisher={John Wiley and Sons Ltd.},
Address={Chichester, UK},
}

RIS

TY  - JOUR
AU  - Shen, Yijun
AU  - Henry, Joseph
AU  - Wang, He
AU  - Ho, Edmond S. L.
AU  - Komura, Taku
AU  - Shum, Hubert P. H.
T2  - Computer Graphics Forum
TI  - Data-Driven Crowd Motion Control with Multi-Touch Gestures
PY  - 2018
VL  - 37
IS  - 6
SP  - 382
EP  - 394
DO  - 10.1111/cgf.13333
SN  - 1467-8659
PB  - John Wiley and Sons Ltd.
ER  -

Paper YouTube

U3DS3: Unsupervised 3D Semantic Scene Segmentation H5-Index: 109^# Core A Conference^‡ Citation: 14^#
Proceedings of the 2024 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2024
Jiaxu Liu, Zhengdi Yu, Toby P. Breckon and Hubert P. H. Shum
Topics: Environment Sensing
Webpage Cite This Plain Text

Jiaxu Liu, Zhengdi Yu, Toby P. Breckon and Hubert P. H. Shum, "U3DS3: Unsupervised 3D Semantic Scene Segmentation," in WACV '24: Proceedings of the 2024 IEEE/CVF Winter Conference on Applications of Computer Vision, pp. 3759-3768, Hawaii, USA, IEEE/CVF, Jan 2024.

Bibtex

@inproceedings{liu24u3ds3,
author={Liu, Jiaxu and Yu, Zhengdi and Breckon, Toby P. and Shum, Hubert P. H.},
booktitle={Proceedings of the 2024 IEEE/CVF Winter Conference on Applications of Computer Vision},
series={WACV '24},
title={U3DS3: Unsupervised 3D Semantic Scene Segmentation},
year={2024},
month={1},
pages={3759--3768},
numpages={10},
doi={10.1109/WACV57701.2024.00372},
publisher={IEEE/CVF},
location={Hawaii, USA},
}

RIS

TY  - CONF
AU  - Liu, Jiaxu
AU  - Yu, Zhengdi
AU  - Breckon, Toby P.
AU  - Shum, Hubert P. H.
T2  - Proceedings of the 2024 IEEE/CVF Winter Conference on Applications of Computer Vision
TI  - U3DS3: Unsupervised 3D Semantic Scene Segmentation
PY  - 2024
Y1  - 1 2024
SP  - 3759
EP  - 3768
DO  - 10.1109/WACV57701.2024.00372
PB  - IEEE/CVF
ER  -

Paper Supplementary Material YouTube

Multiclass-SGCN: Sparse Graph-Based Trajectory Prediction with Agent Class Embedding H5-Index: 66^# Citation: 14^#
Proceedings of the 2022 IEEE International Conference on Image Processing (ICIP), 2022
Ruochen Li, Stamos Katsigiannis and Hubert P. H. Shum
Topics: Crowd Modelling
Webpage Cite This Plain Text

Ruochen Li, Stamos Katsigiannis and Hubert P. H. Shum, "Multiclass-SGCN: Sparse Graph-Based Trajectory Prediction with Agent Class Embedding," in ICIP '22: Proceedings of the 2022 IEEE International Conference on Image Processing, pp. 2346-2350, Bordeaux, France, IEEE, Oct 2022.

Bibtex

@inproceedings{li22multiclasssgcn,
author={Li, Ruochen and Katsigiannis, Stamos and Shum, Hubert P. H.},
booktitle={Proceedings of the 2022 IEEE International Conference on Image Processing},
series={ICIP '22},
title={Multiclass-SGCN: Sparse Graph-Based Trajectory Prediction with Agent Class Embedding},
year={2022},
month={10},
pages={2346--2350},
numpages={5},
doi={10.1109/ICIP46576.2022.9897644},
publisher={IEEE},
location={Bordeaux, France},
}

RIS

TY  - CONF
AU  - Li, Ruochen
AU  - Katsigiannis, Stamos
AU  - Shum, Hubert P. H.
T2  - Proceedings of the 2022 IEEE International Conference on Image Processing
TI  - Multiclass-SGCN: Sparse Graph-Based Trajectory Prediction with Agent Class Embedding
PY  - 2022
Y1  - 10 2022
SP  - 2346
EP  - 2350
DO  - 10.1109/ICIP46576.2022.9897644
PB  - IEEE
ER  -

Paper GitHub

Unifying Person and Vehicle Re-Identification Impact Factor: 3.4^† Citation: 14^#
IEEE Access, 2020
Daniel Organisciak, Dimitrios Sakkos, Edmond S. L. Ho, Nauman Aslam and Hubert P. H. Shum
Topics: Surveillance
Webpage Cite This Plain Text

Daniel Organisciak, Dimitrios Sakkos, Edmond S. L. Ho, Nauman Aslam and Hubert P. H. Shum, "Unifying Person and Vehicle Re-Identification," IEEE Access, vol. 8, pp. 115673-115684, IEEE, 2020.

Bibtex

@article{daniel20unifying,
author={Organisciak, Daniel and Sakkos, Dimitrios and Ho, Edmond S. L. and Aslam, Nauman and Shum, Hubert P. H.},
journal={IEEE Access},
title={Unifying Person and Vehicle Re-Identification},
year={2020},
volume={8},
pages={115673--115684},
numpages={12},
doi={10.1109/ACCESS.2020.3004092},
issn={2169-3536},
publisher={IEEE},
}

RIS

TY  - JOUR
AU  - Organisciak, Daniel
AU  - Sakkos, Dimitrios
AU  - Ho, Edmond S. L.
AU  - Aslam, Nauman
AU  - Shum, Hubert P. H.
T2  - IEEE Access
TI  - Unifying Person and Vehicle Re-Identification
PY  - 2020
VL  - 8
SP  - 115673
EP  - 115684
DO  - 10.1109/ACCESS.2020.3004092
SN  - 2169-3536
PB  - IEEE
ER  -

Paper GitHub

Curvature-Based Sparse Rule Base Generation for Fuzzy Rule Interpolation Impact Factor: 1.7^† Citation: 14^#
Journal of Intelligent and Fuzzy Systems (JIFS), 2019
Yao Tan, Hubert P. H. Shum, Fei Chao, V. Vijayakumar and Longzhi Yang
Topics:
Webpage Cite This Plain Text

Yao Tan, Hubert P. H. Shum, Fei Chao, V. Vijayakumar and Longzhi Yang, "Curvature-Based Sparse Rule Base Generation for Fuzzy Rule Interpolation," Journal of Intelligent and Fuzzy Systems, vol. 36, no. 5, pp. 4201-4214, IOS Press, 2019.

Bibtex

@article{yao19curvature,
author={Tan, Yao and Shum, Hubert P. H. and Chao, Fei and Vijayakumar, V. and Yang, Longzhi},
journal={Journal of Intelligent and Fuzzy Systems},
title={Curvature-Based Sparse Rule Base Generation for Fuzzy Rule Interpolation},
year={2019},
volume={36},
number={5},
pages={4201--4214},
numpages={12},
doi={10.3233/JIFS-169978},
publisher={IOS Press},
}

RIS

TY  - JOUR
AU  - Tan, Yao
AU  - Shum, Hubert P. H.
AU  - Chao, Fei
AU  - Vijayakumar, V.
AU  - Yang, Longzhi
T2  - Journal of Intelligent and Fuzzy Systems
TI  - Curvature-Based Sparse Rule Base Generation for Fuzzy Rule Interpolation
PY  - 2019
VL  - 36
IS  - 5
SP  - 4201
EP  - 4214
DO  - 10.3233/JIFS-169978
PB  - IOS Press
ER  -

Paper

High Quality Compatible Triangulations for 2D Shape Morphing Core A Conference^‡ Citation: 14^#
Proceedings of the 2015 ACM Symposium on Virtual Reality Software and Technology (VRST), 2015
Zhiguang Liu, Howard Leung, Liuyang Zhou and Hubert P. H. Shum
Topics:
Webpage Cite This Plain Text

Zhiguang Liu, Howard Leung, Liuyang Zhou and Hubert P. H. Shum, "High Quality Compatible Triangulations for 2D Shape Morphing," in VRST '15: Proceedings of the 2015 ACM Symposium on Virtual Reality Software and Technology, pp. 85-94, Beijing, China, ACM, Nov 2015.

Bibtex

@inproceedings{liu15high,
author={Liu, Zhiguang and Leung, Howard and Zhou, Liuyang and Shum, Hubert P. H.},
booktitle={Proceedings of the 2015 ACM Symposium on Virtual Reality Software and Technology},
series={VRST '15},
title={High Quality Compatible Triangulations for 2D Shape Morphing},
year={2015},
month={11},
pages={85--94},
numpages={10},
doi={10.1145/2821592.2821594},
isbn={978-1-4503-3990-2},
publisher={ACM},
Address={New York, NY, USA},
location={Beijing, China},
}

RIS

TY  - CONF
AU  - Liu, Zhiguang
AU  - Leung, Howard
AU  - Zhou, Liuyang
AU  - Shum, Hubert P. H.
T2  - Proceedings of the 2015 ACM Symposium on Virtual Reality Software and Technology
TI  - High Quality Compatible Triangulations for 2D Shape Morphing
PY  - 2015
Y1  - 11 2015
SP  - 85
EP  - 94
DO  - 10.1145/2821592.2821594
SN  - 978-1-4503-3990-2
PB  - ACM
ER  -

Paper YouTube

STGAE: Spatial Temporal Graph Auto-Encoder for Hand Motion Denoising Core A* Conference^‡ Citation: 13^#
Proceedings of the 2021 IEEE International Symposium on Mixed and Augmented Reality (ISMAR), 2021
Kanglei Zhou, Jiaying Chen, Hubert P. H. Shum, Frederick W. B. Li and Xiaohui Liang
Topics: Virtual Reality, Hands and Gestures
Webpage Cite This Plain Text

Kanglei Zhou, Jiaying Chen, Hubert P. H. Shum, Frederick W. B. Li and Xiaohui Liang, "STGAE: Spatial Temporal Graph Auto-Encoder for Hand Motion Denoising," in ISMAR '21: Proceedings of the 2021 IEEE International Symposium on Mixed and Augmented Reality, pp. 41-49, Bari, Italy, IEEE, Oct 2021.

Bibtex

@inproceedings{zhou21stgae,
author={Zhou, Kanglei and Chen, Jiaying and Shum, Hubert P. H. and Li, Frederick W. B. and Liang, Xiaohui},
booktitle={Proceedings of the 2021 IEEE International Symposium on Mixed and Augmented Reality},
series={ISMAR '21},
title={STGAE: Spatial Temporal Graph Auto-Encoder for Hand Motion Denoising},
year={2021},
month={10},
pages={41--49},
numpages={9},
doi={10.1109/ISMAR52148.2021.00018},
issn={1554-7868},
publisher={IEEE},
location={Bari, Italy},
}

RIS

TY  - CONF
AU  - Zhou, Kanglei
AU  - Chen, Jiaying
AU  - Shum, Hubert P. H.
AU  - Li, Frederick W. B.
AU  - Liang, Xiaohui
T2  - Proceedings of the 2021 IEEE International Symposium on Mixed and Augmented Reality
TI  - STGAE: Spatial Temporal Graph Auto-Encoder for Hand Motion Denoising
PY  - 2021
Y1  - 10 2021
SP  - 41
EP  - 49
DO  - 10.1109/ISMAR52148.2021.00018
SN  - 1554-7868
PB  - IEEE
ER  -

Paper GitHub YouTube

High-Speed Multi-Person Pose Estimation with Deep Feature Transfer Impact Factor: 4.3^† Citation: 13^#
Computer Vision and Image Understanding (CVIU), 2020
Ying Huang, Hubert P. H. Shum, Edmond S. L. Ho and Nauman Aslam
Topics: Action Recognition
Webpage Cite This Plain Text

Ying Huang, Hubert P. H. Shum, Edmond S. L. Ho and Nauman Aslam, "High-Speed Multi-Person Pose Estimation with Deep Feature Transfer," Computer Vision and Image Understanding, vol. 197-198, pp. 103010, Elsevier, 2020.

Bibtex

@article{huang20highspeed,
author={Huang, Ying and Shum, Hubert P. H. and Ho, Edmond S. L. and Aslam, Nauman},
journal={Computer Vision and Image Understanding},
title={High-Speed Multi-Person Pose Estimation with Deep Feature Transfer},
year={2020},
volume={197-198},
pages={103010},
numpages={14},
doi={10.1016/j.cviu.2020.103010},
issn={1077-3142},
publisher={Elsevier},
}

RIS

TY  - JOUR
AU  - Huang, Ying
AU  - Shum, Hubert P. H.
AU  - Ho, Edmond S. L.
AU  - Aslam, Nauman
T2  - Computer Vision and Image Understanding
TI  - High-Speed Multi-Person Pose Estimation with Deep Feature Transfer
PY  - 2020
VL  - 197-198
SP  - 103010
EP  - 103010
DO  - 10.1016/j.cviu.2020.103010
SN  - 1077-3142
PB  - Elsevier
ER  -

Paper

A Two-Stream Recurrent Network for Skeleton-Based Human Interaction Recognition H5-Index: 56^# Citation: 13^#
Proceedings of the 2020 International Conference on Pattern Recognition (ICPR), 2020
Qianhui Men, Howard Leung, Edmond S. L. Ho and Hubert P. H. Shum
Topics: Action Recognition, Interaction Modelling
Webpage Cite This Plain Text

Qianhui Men, Howard Leung, Edmond S. L. Ho and Hubert P. H. Shum, "A Two-Stream Recurrent Network for Skeleton-Based Human Interaction Recognition," in ICPR '20: Proceedings of the 2020 International Conference on Pattern Recognition, pp. 2771-2778, Milan, Italy, Jan 2020.

Bibtex

@inproceedings{men20interaction,
author={Men, Qianhui and Leung, Howard and Ho, Edmond S. L. and Shum, Hubert P. H.},
booktitle={Proceedings of the 2020 International Conference on Pattern Recognition},
series={ICPR '20},
title={A Two-Stream Recurrent Network for Skeleton-Based Human Interaction Recognition},
year={2020},
month={1},
pages={2771--2778},
numpages={8},
doi={10.1109/ICPR48806.2021.9412538},
location={Milan, Italy},
}

RIS

TY  - CONF
AU  - Men, Qianhui
AU  - Leung, Howard
AU  - Ho, Edmond S. L.
AU  - Shum, Hubert P. H.
T2  - Proceedings of the 2020 International Conference on Pattern Recognition
TI  - A Two-Stream Recurrent Network for Skeleton-Based Human Interaction Recognition
PY  - 2020
Y1  - 1 2020
SP  - 2771
EP  - 2778
DO  - 10.1109/ICPR48806.2021.9412538
ER  -

Paper YouTube

Makeup Style Transfer on Low-Quality Images with Weighted Multi-Scale Attention H5-Index: 56^# Citation: 13^#
Proceedings of the 2020 International Conference on Pattern Recognition (ICPR), 2020
Daniel Organisciak, Edmond S. L. Ho and Hubert P. H. Shum
Topics: Face Modelling
Webpage Cite This Plain Text

Daniel Organisciak, Edmond S. L. Ho and Hubert P. H. Shum, "Makeup Style Transfer on Low-Quality Images with Weighted Multi-Scale Attention," in ICPR '20: Proceedings of the 2020 International Conference on Pattern Recognition, pp. 6011-6018, Milan, Italy, Jan 2020.

Bibtex

@inproceedings{organisciak20makeup,
author={Organisciak, Daniel and Ho, Edmond S. L. and Shum, Hubert P. H.},
booktitle={Proceedings of the 2020 International Conference on Pattern Recognition},
series={ICPR '20},
title={Makeup Style Transfer on Low-Quality Images with Weighted Multi-Scale Attention},
year={2020},
month={1},
pages={6011--6018},
numpages={8},
doi={10.1109/ICPR48806.2021.9412604},
location={Milan, Italy},
}

RIS

TY  - CONF
AU  - Organisciak, Daniel
AU  - Ho, Edmond S. L.
AU  - Shum, Hubert P. H.
T2  - Proceedings of the 2020 International Conference on Pattern Recognition
TI  - Makeup Style Transfer on Low-Quality Images with Weighted Multi-Scale Attention
PY  - 2020
Y1  - 1 2020
SP  - 6011
EP  - 6018
DO  - 10.1109/ICPR48806.2021.9412604
ER  -

Paper Supplementary Material GitHub YouTube

Single Sketch Image Based 3D Car Shape Reconstruction with Deep Learning and Lazy Learning Best Student Paper Award Citation: 13^#
Proceedings of the 2020 International Conference on Computer Graphics Theory and Applications (GRAPP), 2020
Naoki Nozawa, Hubert P. H. Shum, Edmond S. L. Ho and Shigeo Morishima
Topics: 3D Reconstruction, Surface Modelling, Artwork Analysis
Webpage Cite This Plain Text

Naoki Nozawa, Hubert P. H. Shum, Edmond S. L. Ho and Shigeo Morishima, "Single Sketch Image Based 3D Car Shape Reconstruction with Deep Learning and Lazy Learning," in GRAPP '20: Proceedings of the 2020 International Conference on Computer Graphics Theory and Applications, pp. 179-190, Valletta, Malta, SciTePress, Feb 2020.

Bibtex

@inproceedings{nozawa20single,
author={Nozawa, Naoki and Shum, Hubert P. H. and Ho, Edmond S. L. and Morishima, Shigeo},
booktitle={Proceedings of the 2020 International Conference on Computer Graphics Theory and Applications},
series={GRAPP '20},
title={Single Sketch Image Based 3D Car Shape Reconstruction with Deep Learning and Lazy Learning},
year={2020},
month={2},
pages={179--190},
numpages={12},
doi={10.5220/0009157001790190},
issn={2184-4321},
isbn={978-989-758-402-2},
publisher={SciTePress},
location={Valletta, Malta},
}

RIS

TY  - CONF
AU  - Nozawa, Naoki
AU  - Shum, Hubert P. H.
AU  - Ho, Edmond S. L.
AU  - Morishima, Shigeo
T2  - Proceedings of the 2020 International Conference on Computer Graphics Theory and Applications
TI  - Single Sketch Image Based 3D Car Shape Reconstruction with Deep Learning and Lazy Learning
PY  - 2020
Y1  - 2 2020
SP  - 179
EP  - 190
DO  - 10.5220/0009157001790190
SN  - 2184-4321
PB  - SciTePress
ER  -

Paper YouTube

Resolving Occlusion for 3D Object Manipulation with Hands in Mixed Reality Citation: 13^#
Proceedings of the 2018 ACM Symposium on Virtual Reality Software and Technology (VRST) Posters, 2018
Qi Feng, Hubert P. H. Shum and Shigeo Morishima
Topics: Virtual Reality, Hands and Gestures
Webpage Cite This Plain Text

Qi Feng, Hubert P. H. Shum and Shigeo Morishima, "Resolving Occlusion for 3D Object Manipulation with Hands in Mixed Reality," in VRST '18: Proceedings of the 2018 ACM Symposium on Virtual Reality Software and Technology, Tokyo, Japan, ACM, Nov 2018.

Bibtex

@inproceedings{feng18resolving,
author={Feng, Qi and Shum, Hubert P. H. and Morishima, Shigeo},
booktitle={Proceedings of the 2018 ACM Symposium on Virtual Reality Software and Technology},
series={VRST '18},
title={Resolving Occlusion for 3D Object Manipulation with Hands in Mixed Reality},
year={2018},
month={11},
numpages={2},
doi={10.1145/3281505.3283390},
isbn={9.78E+12},
publisher={ACM},
Address={New York, NY, USA},
location={Tokyo, Japan},
}

RIS

TY  - CONF
AU  - Feng, Qi
AU  - Shum, Hubert P. H.
AU  - Morishima, Shigeo
T2  - Proceedings of the 2018 ACM Symposium on Virtual Reality Software and Technology
TI  - Resolving Occlusion for 3D Object Manipulation with Hands in Mixed Reality
PY  - 2018
Y1  - 11 2018
DO  - 10.1145/3281505.3283390
SN  - 9.78E+12
PB  - ACM
ER  -

Paper YouTube

Usability of Corrected Kinect Measurement for Ergonomic Evaluation in Constrained Environment Citation: 13^#
International Journal Human Factors Modelling and Simulation (IJHFMS), 2017
Pierre Plantard, Hubert P. H. Shum and Franck Multon
Topics: Motion Analysis
Webpage Cite This Plain Text

Pierre Plantard, Hubert P. H. Shum and Franck Multon, "Usability of Corrected Kinect Measurement for Ergonomic Evaluation in Constrained Environment," International Journal Human Factors Modelling and Simulation, vol. 5, no. 4, pp. 338-353, Inderscience, 2017.

Bibtex

@article{plantard17usability,
author={Plantard, Pierre and Shum, Hubert P. H. and Multon, Franck},
journal={International Journal Human Factors Modelling and Simulation},
title={Usability of Corrected Kinect Measurement for Ergonomic Evaluation in Constrained Environment},
year={2017},
volume={5},
number={4},
pages={338-353},
numpages={16},
doi={10.1504/IJHFMS.2017.10007534},
issn={1742-5549},
publisher={Inderscience},
}

RIS

TY  - JOUR
AU  - Plantard, Pierre
AU  - Shum, Hubert P. H.
AU  - Multon, Franck
T2  - International Journal Human Factors Modelling and Simulation
TI  - Usability of Corrected Kinect Measurement for Ergonomic Evaluation in Constrained Environment
PY  - 2017
VL  - 5
IS  - 4
SP  - 338-353
EP  - 338-353
DO  - 10.1504/IJHFMS.2017.10007534
SN  - 1742-5549
PB  - Inderscience
ER  -

Paper

Facial Reshaping Operator for Controllable Face Beautification Impact Factor: 7.5^† Top 25% Journal in Computer Science, Artificial Intelligence^† Citation: 12^#
Expert Systems with Applications (ESWA), 2021
Shanfeng Hu, Hubert P. H. Shum, Xiaohui Liang, Frederick W. B. Li and Nauman Aslam
Topics: Face Modelling
Webpage Cite This Plain Text

Shanfeng Hu, Hubert P. H. Shum, Xiaohui Liang, Frederick W. B. Li and Nauman Aslam, "Facial Reshaping Operator for Controllable Face Beautification," Expert Systems with Applications, vol. 167, pp. 114067, Elsevier, 2021.

Bibtex

@article{hu21facial,
author={Hu, Shanfeng and Shum, Hubert P. H. and Liang, Xiaohui and Li, Frederick W. B. and Aslam, Nauman},
journal={Expert Systems with Applications},
title={Facial Reshaping Operator for Controllable Face Beautification},
year={2021},
volume={167},
pages={114067},
numpages={13},
doi={10.1016/j.eswa.2020.114067},
issn={0957-4174},
publisher={Elsevier},
}

RIS

TY  - JOUR
AU  - Hu, Shanfeng
AU  - Shum, Hubert P. H.
AU  - Liang, Xiaohui
AU  - Li, Frederick W. B.
AU  - Aslam, Nauman
T2  - Expert Systems with Applications
TI  - Facial Reshaping Operator for Controllable Face Beautification
PY  - 2021
VL  - 167
SP  - 114067
EP  - 114067
DO  - 10.1016/j.eswa.2020.114067
SN  - 0957-4174
PB  - Elsevier
ER  -

Paper Supplementary Material

Stable Hand Pose Estimation under Tremor via Graph Neural Network Core A* Conference^‡ Citation: 12^#
Proceedings of the 2021 IEEE Conference on Virtual Reality and 3D User Interfaces (VR), 2021
Zhiying Leng, Jiaying Chen, Hubert P. H. Shum, Frederick W. B. Li and Xiaohui Liang
Topics: Virtual Reality, Hands and Gestures
Webpage Cite This Plain Text

Zhiying Leng, Jiaying Chen, Hubert P. H. Shum, Frederick W. B. Li and Xiaohui Liang, "Stable Hand Pose Estimation under Tremor via Graph Neural Network," in VR '21: Proceedings of the 2021 IEEE Conference on Virtual Reality and 3D User Interfaces, pp. 226-234, IEEE, Mar 2021.

Bibtex

@inproceedings{leng21image,
author={Leng, Zhiying and Chen, Jiaying and Shum, Hubert P. H. and Li, Frederick W. B. and Liang, Xiaohui},
booktitle={Proceedings of the 2021 IEEE Conference on Virtual Reality and 3D User Interfaces},
series={VR '21},
title={Stable Hand Pose Estimation under Tremor via Graph Neural Network},
year={2021},
month={3},
pages={226--234},
numpages={9},
doi={10.1109/VR50410.2021.00044},
issn={2642-5254},
publisher={IEEE},
}

RIS

TY  - CONF
AU  - Leng, Zhiying
AU  - Chen, Jiaying
AU  - Shum, Hubert P. H.
AU  - Li, Frederick W. B.
AU  - Liang, Xiaohui
T2  - Proceedings of the 2021 IEEE Conference on Virtual Reality and 3D User Interfaces
TI  - Stable Hand Pose Estimation under Tremor via Graph Neural Network
PY  - 2021
Y1  - 3 2021
SP  - 226
EP  - 234
DO  - 10.1109/VR50410.2021.00044
SN  - 2642-5254
PB  - IEEE
ER  -

Paper YouTube

Triplet Loss with Channel Attention for Person Re-Identification Citation: 12^#
Journal of WSCG - Proceedings of the 2019 International Conferences in Central Europe on Computer Graphics, Visualization and Computer Vision (WSCG), 2019
Daniel Organisciak, Chirine Riachy, Nauman Aslam and Hubert P. H. Shum
Topics: Surveillance
Webpage Cite This Plain Text

Daniel Organisciak, Chirine Riachy, Nauman Aslam and Hubert P. H. Shum, "Triplet Loss with Channel Attention for Person Re-Identification," Journal of WSCG, vol. 27, no. 2, pp. 161-169, Plzen, Czech Republic, 2019.

Bibtex

@article{organisciak19triplet,
author={Organisciak, Daniel and Riachy, Chirine and Aslam, Nauman and Shum, Hubert P. H.},
journal={Journal of WSCG},
title={Triplet Loss with Channel Attention for Person Re-Identification},
year={2019},
volume={27},
number={2},
pages={161--169},
numpages={9},
doi={10.24132/JWSCG.2019.27.2.9},
issn={1213-6972},
location={Plzen, Czech Republic},
}

RIS

TY  - JOUR
AU  - Organisciak, Daniel
AU  - Riachy, Chirine
AU  - Aslam, Nauman
AU  - Shum, Hubert P. H.
T2  - Journal of WSCG
TI  - Triplet Loss with Channel Attention for Person Re-Identification
PY  - 2019
VL  - 27
IS  - 2
SP  - 161
EP  - 169
DO  - 10.24132/JWSCG.2019.27.2.9
SN  - 1213-6972
ER  -

Paper

Fast Accelerometer-Based Motion Recognition with a Dual Buffer Framework Citation: 12^#
International Journal of Virtual Reality (IJVR), 2011
Hubert P. H. Shum, Taku Komura and Shu Takagi
Topics: Virtual Reality
Webpage Cite This Plain Text

Hubert P. H. Shum, Taku Komura and Shu Takagi, "Fast Accelerometer-Based Motion Recognition with a Dual Buffer Framework," The International Journal of Virtual Reality, vol. 10, no. 3, pp. 17-24, IPI Press, Sep 2011.

Bibtex

@article{shum11fast,
author={Shum, Hubert P. H. and Komura, Taku and Takagi, Shu},
journal={The International Journal of Virtual Reality},
title={Fast Accelerometer-Based Motion Recognition with a Dual Buffer Framework},
year={2011},
month={9},
volume={10},
number={3},
pages={17--24},
numpages={8},
doi={10.20870/IJVR.2011.10.3.2831},
publisher={IPI Press},
}

RIS

TY  - JOUR
AU  - Shum, Hubert P. H.
AU  - Komura, Taku
AU  - Takagi, Shu
T2  - The International Journal of Virtual Reality
TI  - Fast Accelerometer-Based Motion Recognition with a Dual Buffer Framework
PY  - 2011
Y1  - 9 2011
VL  - 10
IS  - 3
SP  - 17
EP  - 24
DO  - 10.20870/IJVR.2011.10.3.2831
PB  - IPI Press
ER  -

Paper YouTube

Two-Stage Human Verification using HandCAPTCHA and Anti-Spoofed Finger Biometrics with Feature Selection Impact Factor: 7.5^† Top 25% Journal in Computer Science, Artificial Intelligence^† Citation: 11^#
Expert Systems with Applications (ESWA), 2021
Asish Bera, Debotosh Bhattacharjee and Hubert P. H. Shum
Topics: Cybersecurity, Hands and Gestures
Webpage Cite This Plain Text

Asish Bera, Debotosh Bhattacharjee and Hubert P. H. Shum, "Two-Stage Human Verification using HandCAPTCHA and Anti-Spoofed Finger Biometrics with Feature Selection," Expert Systems with Applications, vol. 171, pp. 114583, Elsevier, 2021.

Bibtex

@article{bera21twostage,
author={Bera, Asish and Bhattacharjee, Debotosh and Shum, Hubert P. H.},
journal={Expert Systems with Applications},
title={Two-Stage Human Verification using HandCAPTCHA and Anti-Spoofed Finger Biometrics with Feature Selection},
year={2021},
volume={171},
pages={114583},
numpages={18},
doi={10.1016/j.eswa.2021.114583},
issn={0957-4174},
publisher={Elsevier},
}

RIS

TY  - JOUR
AU  - Bera, Asish
AU  - Bhattacharjee, Debotosh
AU  - Shum, Hubert P. H.
T2  - Expert Systems with Applications
TI  - Two-Stage Human Verification using HandCAPTCHA and Anti-Spoofed Finger Biometrics with Feature Selection
PY  - 2021
VL  - 171
SP  - 114583
EP  - 114583
DO  - 10.1016/j.eswa.2021.114583
SN  - 0957-4174
PB  - Elsevier
ER  -

Paper

Sparse Metric-Based Mesh Saliency Impact Factor: 5.5^† Top 25% Journal in Computer Science, Artificial Intelligence^† Citation: 11^#
Neurocomputing, 2020
Shanfeng Hu, Xiaohui Liang, Hubert P. H. Shum, Frederick W. B. Li and Nauman Aslam
Topics: Surface Modelling, Datasets
Webpage Cite This Plain Text

Shanfeng Hu, Xiaohui Liang, Hubert P. H. Shum, Frederick W. B. Li and Nauman Aslam, "Sparse Metric-Based Mesh Saliency," Neurocomputing, vol. 400, pp. 11-23, Elsevier, 2020.

Bibtex

@article{hu20sparse,
author={Hu, Shanfeng and Liang, Xiaohui and Shum, Hubert P. H. and Li, Frederick W. B. and Aslam, Nauman},
journal={Neurocomputing},
title={Sparse Metric-Based Mesh Saliency},
year={2020},
volume={400},
pages={11--23},
numpages={13},
doi={10.1016/j.neucom.2020.02.106},
issn={0925-2312},
publisher={Elsevier},
}

RIS

TY  - JOUR
AU  - Hu, Shanfeng
AU  - Liang, Xiaohui
AU  - Shum, Hubert P. H.
AU  - Li, Frederick W. B.
AU  - Aslam, Nauman
T2  - Neurocomputing
TI  - Sparse Metric-Based Mesh Saliency
PY  - 2020
VL  - 400
SP  - 11
EP  - 23
DO  - 10.1016/j.neucom.2020.02.106
SN  - 0925-2312
PB  - Elsevier
ER  -

Paper Dataset GitHub

Human Motion Variation Synthesis with Multivariate Gaussian Processes Citation: 11^#
Computer Animation and Virtual Worlds (CAVW) - Proceedings of the 2014 International Conference on Computer Animation and Social Agents (CASA), 2014
Liuyang Zhou, Lifeng Shang, Hubert P. H. Shum and Howard Leung
Topics: Character Animation
Webpage Cite This Plain Text

Liuyang Zhou, Lifeng Shang, Hubert P. H. Shum and Howard Leung, "Human Motion Variation Synthesis with Multivariate Gaussian Processes," Computer Animation and Virtual Worlds, vol. 25, no. 3--4, pp. 301-309, John Wiley and Sons Ltd., 2014.

Bibtex

@article{zhou14human,
author={Zhou, Liuyang and Shang, Lifeng and Shum, Hubert P. H. and Leung, Howard},
journal={Computer Animation and Virtual Worlds},
title={Human Motion Variation Synthesis with Multivariate Gaussian Processes},
year={2014},
volume={25},
number={3--4},
pages={301--309},
numpages={9},
doi={10.1002/cav.1599},
publisher={John Wiley and Sons Ltd.},
Address={Chichester, UK},
}

RIS

TY  - JOUR
AU  - Zhou, Liuyang
AU  - Shang, Lifeng
AU  - Shum, Hubert P. H.
AU  - Leung, Howard
T2  - Computer Animation and Virtual Worlds
TI  - Human Motion Variation Synthesis with Multivariate Gaussian Processes
PY  - 2014
VL  - 25
IS  - 3--4
SP  - 301
EP  - 309
DO  - 10.1002/cav.1599
PB  - John Wiley and Sons Ltd.
ER  -

Paper YouTube

Enhancing Surgical Performance in Cardiothoracic Surgery with Innovations from Computer Vision and Artificial Intelligence: A Narrative Review Impact Factor: 1.5^† Citation: 10^#
Journal of Cardiothoracic Surgery (JCS), 2024
Merryn D. Constable, Hubert P. H. Shum and Stephen Clark
Topics: Biomedical Engineering, Motion Analysis, Interaction Modelling, Literature Review
Webpage Cite This Plain Text

Merryn D. Constable, Hubert P. H. Shum and Stephen Clark, "Enhancing Surgical Performance in Cardiothoracic Surgery with Innovations from Computer Vision and Artificial Intelligence: A Narrative Review," Journal of Cardiothoracic Surgery, vol. 19, pp. 94, BMC, 2024.

Bibtex

@article{constable24enhancing,
author={Constable, Merryn D. and Shum, Hubert P. H. and Clark, Stephen},
journal={Journal of Cardiothoracic Surgery},
title={Enhancing Surgical Performance in Cardiothoracic Surgery with Innovations from Computer Vision and Artificial Intelligence: A Narrative Review},
year={2024},
volume={19},
pages={94},
numpages={10},
doi={10.1186/s13019-024-02558-5},
issn={1749-8090},
publisher={BMC},
}

RIS

TY  - JOUR
AU  - Constable, Merryn D.
AU  - Shum, Hubert P. H.
AU  - Clark, Stephen
T2  - Journal of Cardiothoracic Surgery
TI  - Enhancing Surgical Performance in Cardiothoracic Surgery with Innovations from Computer Vision and Artificial Intelligence: A Narrative Review
PY  - 2024
VL  - 19
SP  - 94
EP  - 94
DO  - 10.1186/s13019-024-02558-5
SN  - 1749-8090
PB  - BMC
ER  -

Paper

A Privacy-Preserving Efficient Location-Sharing Scheme for Mobile Online Social Network Applications Impact Factor: 3.4^† Citation: 10^#
IEEE Access, 2020
Munmun Bhattacharya, Sandip Roy, Kamlesh Mistry, Hubert P. H. Shum and Samiran Chattopadhyay
Topics: Cybersecurity
Webpage Cite This Plain Text

Munmun Bhattacharya, Sandip Roy, Kamlesh Mistry, Hubert P. H. Shum and Samiran Chattopadhyay, "A Privacy-Preserving Efficient Location-Sharing Scheme for Mobile Online Social Network Applications," IEEE Access, pp. 221330-221351, IEEE, 2020.

Bibtex

@article{bhattacharya20privacy,
author={Bhattacharya, Munmun and Roy, Sandip and Mistry, Kamlesh and Shum, Hubert P. H. and Chattopadhyay, Samiran},
journal={IEEE Access},
title={A Privacy-Preserving Efficient Location-Sharing Scheme for Mobile Online Social Network Applications},
year={2020},
pages={221330--221351},
numpages={22},
doi={10.1109/ACCESS.2020.3043621},
issn={2169-3536},
publisher={IEEE},
}

RIS

TY  - JOUR
AU  - Bhattacharya, Munmun
AU  - Roy, Sandip
AU  - Mistry, Kamlesh
AU  - Shum, Hubert P. H.
AU  - Chattopadhyay, Samiran
T2  - IEEE Access
TI  - A Privacy-Preserving Efficient Location-Sharing Scheme for Mobile Online Social Network Applications
PY  - 2020
SP  - 221330
EP  - 221351
DO  - 10.1109/ACCESS.2020.3043621
SN  - 2169-3536
PB  - IEEE
ER  -

Paper

High-Quality Compatible Triangulations and Their Application in Interactive Animation Impact Factor: 2.5^† Citation: 10^#
Computers and Graphics (C&G), 2018
Zhiguang Liu, Liuyang Zhou, Howard Leung and Hubert P. H. Shum
Topics:
Webpage Cite This Plain Text

Zhiguang Liu, Liuyang Zhou, Howard Leung and Hubert P. H. Shum, "High-Quality Compatible Triangulations and Their Application in Interactive Animation," Computers and Graphics, vol. 76, pp. 60-72, Elsevier, 2018.

Bibtex

@article{liu18high,
author={Liu, Zhiguang and Zhou, Liuyang and Leung, Howard and Shum, Hubert P. H.},
journal={Computers and Graphics},
title={High-Quality Compatible Triangulations and Their Application in Interactive Animation},
year={2018},
volume={76},
pages={60--72},
numpages={14},
doi={10.1016/j.cag.2018.07.002},
issn={0097-8493},
publisher={Elsevier},
}

RIS

TY  - JOUR
AU  - Liu, Zhiguang
AU  - Zhou, Liuyang
AU  - Leung, Howard
AU  - Shum, Hubert P. H.
T2  - Computers and Graphics
TI  - High-Quality Compatible Triangulations and Their Application in Interactive Animation
PY  - 2018
VL  - 76
SP  - 60
EP  - 72
DO  - 10.1016/j.cag.2018.07.002
SN  - 0097-8493
PB  - Elsevier
ER  -

Paper YouTube

Physically-Based Character Control in Low Dimensional Space Citation: 10^#
Proceedings of the 2010 ACM International Conference on Motion in Games (MIG), 2010
Hubert P. H. Shum, Taku Komura, Takaaki Shiratori and Shu Takagi
Topics: Robotics
Webpage Cite This Plain Text

Hubert P. H. Shum, Taku Komura, Takaaki Shiratori and Shu Takagi, "Physically-Based Character Control in Low Dimensional Space," in MIG '10: Proceedings of the 2010 ACM International Conference on Motion in Games, vol. 6459, pp. 23-34, Utrecht, The Netherlands, Springer-Verlag, Nov 2010.

Bibtex

@inproceedings{shum10physically,
author={Shum, Hubert P. H. and Komura, Taku and Shiratori, Takaaki and Takagi, Shu},
booktitle={Proceedings of the 2010 ACM International Conference on Motion in Games},
series={MIG '10},
title={Physically-Based Character Control in Low Dimensional Space},
year={2010},
month={11},
volume={6459},
pages={23--34},
numpages={12},
doi={10.1007/978-3-642-16958-8_3},
issn={0302-9743},
isbn={978-3-642-16957-1},
publisher={Springer-Verlag},
Address={Berlin, Heidelberg},
location={Utrecht, The Netherlands},
}

RIS

TY  - CONF
AU  - Shum, Hubert P. H.
AU  - Komura, Taku
AU  - Shiratori, Takaaki
AU  - Takagi, Shu
T2  - Proceedings of the 2010 ACM International Conference on Motion in Games
TI  - Physically-Based Character Control in Low Dimensional Space
PY  - 2010
Y1  - 11 2010
VL  - 6459
SP  - 23
EP  - 34
DO  - 10.1007/978-3-642-16958-8_3
SN  - 0302-9743
PB  - Springer-Verlag
ER  -

Paper YouTube

Citations 0+

Formation Control for UAVs Using a Flux Guided Approach Impact Factor: 7.5^† Top 25% Journal in Computer Science, Artificial Intelligence^†
Expert Systems with Applications (ESWA), 2022
John Hartley, Hubert P. H. Shum, Edmond S. L. Ho, He Wang and Subramanian Ramamoorthy
Topics: Crowd Modelling, Robotics, Air and Space
Webpage Cite This Plain Text

John Hartley, Hubert P. H. Shum, Edmond S. L. Ho, He Wang and Subramanian Ramamoorthy, "Formation Control for UAVs Using a Flux Guided Approach," Expert Systems with Applications, vol. 205, pp. 117665, Elsevier, 2022.

Bibtex

@article{hartley21formation,
author={Hartley, John and Shum, Hubert P. H. and Ho, Edmond S. L. and Wang, He and Ramamoorthy, Subramanian},
journal={Expert Systems with Applications},
title={Formation Control for UAVs Using a Flux Guided Approach},
year={2022},
volume={205},
pages={117665},
numpages={11},
doi={10.1016/j.eswa.2022.117665},
issn={0957-4174},
publisher={Elsevier},
}

RIS

TY  - JOUR
AU  - Hartley, John
AU  - Shum, Hubert P. H.
AU  - Ho, Edmond S. L.
AU  - Wang, He
AU  - Ramamoorthy, Subramanian
T2  - Expert Systems with Applications
TI  - Formation Control for UAVs Using a Flux Guided Approach
PY  - 2022
VL  - 205
SP  - 117665
EP  - 117665
DO  - 10.1016/j.eswa.2022.117665
SN  - 0957-4174
PB  - Elsevier
ER  -

Paper YouTube

PyTorch-Based Implementation of Label-Aware Graph Representation for Multi-Class Trajectory Prediction Impact Factor: 1.3^†
Software Impacts (SIMPAC), 2021
Qianhui Men and Hubert P. H. Shum
Topics: Crowd Modelling
Webpage Cite This Plain Text

Qianhui Men and Hubert P. H. Shum, "PyTorch-Based Implementation of Label-Aware Graph Representation for Multi-Class Trajectory Prediction," Software Impacts, vol. 11, pp. 100201, Elsevier, 2021.

Bibtex

@article{men21pytorch,
author={Men, Qianhui and Shum, Hubert P. H.},
journal={Software Impacts},
title={PyTorch-Based Implementation of Label-Aware Graph Representation for Multi-Class Trajectory Prediction},
year={2021},
volume={11},
pages={100201},
numpages={3},
doi={10.1016/j.simpa.2021.100201},
issn={2665-9638},
publisher={Elsevier},
}

RIS

TY  - JOUR
AU  - Men, Qianhui
AU  - Shum, Hubert P. H.
T2  - Software Impacts
TI  - PyTorch-Based Implementation of Label-Aware Graph Representation for Multi-Class Trajectory Prediction
PY  - 2021
VL  - 11
SP  - 100201
EP  - 100201
DO  - 10.1016/j.simpa.2021.100201
SN  - 2665-9638
PB  - Elsevier
ER  -

Paper

A Hybrid Metaheuristic Navigation Algorithm for Robot Path Rolling Planning in an Unknown Environment
Mechatronic Systems and Control (MSC), 2019
Shoujiang Xu, Edmond S. L. Ho and Hubert P. H. Shum
Topics: Robotics
Webpage Cite This Plain Text

Shoujiang Xu, Edmond S. L. Ho and Hubert P. H. Shum, "A Hybrid Metaheuristic Navigation Algorithm for Robot Path Rolling Planning in an Unknown Environment," Mechatronic Systems and Control, vol. 47, no. 4, pp. 216-224, ACTA Press, 2019.

Bibtex

@article{xu19hybrid,
author={Xu, Shoujiang and Ho, Edmond S. L. and Shum, Hubert P. H.},
journal={Mechatronic Systems and Control},
title={A Hybrid Metaheuristic Navigation Algorithm for Robot Path Rolling Planning in an Unknown Environment},
year={2019},
volume={47},
number={4},
pages={216--224},
numpages={9},
doi={10.2316/J.2019.201-3000},
issn={2561-178X},
publisher={ACTA Press},
}

RIS

TY  - JOUR
AU  - Xu, Shoujiang
AU  - Ho, Edmond S. L.
AU  - Shum, Hubert P. H.
T2  - Mechatronic Systems and Control
TI  - A Hybrid Metaheuristic Navigation Algorithm for Robot Path Rolling Planning in an Unknown Environment
PY  - 2019
VL  - 47
IS  - 4
SP  - 216
EP  - 224
DO  - 10.2316/J.2019.201-3000
SN  - 2561-178X
PB  - ACTA Press
ER  -

Paper

CCESK: A Chinese Character Educational System Based on Kinect Impact Factor: 2.9^† Top 25% Journal in Education & Educational Research^†
IEEE Transactions on Learning Technologies (TLT), 2018
Yang Yang, Howard Leung, Hubert P. H. Shum, Jiao Li, Lanling Zeng, Nauman Aslam and Zhigeng Pan
Topics: Virtual Reality, Action Recognition
Webpage Cite This Plain Text

Yang Yang, Howard Leung, Hubert P. H. Shum, Jiao Li, Lanling Zeng, Nauman Aslam and Zhigeng Pan, "CCESK: A Chinese Character Educational System Based on Kinect," IEEE Transactions on Learning Technologies, vol. 11, no. 3, pp. 342-347, IEEE, 2018.

Bibtex

@article{yang18ccesk,
author={Yang, Yang and Leung, Howard and Shum, Hubert P. H. and Li, Jiao and Zeng, Lanling and Aslam, Nauman and Pan, Zhigeng},
journal={IEEE Transactions on Learning Technologies},
title={CCESK: A Chinese Character Educational System Based on Kinect},
year={2018},
volume={11},
number={3},
pages={342--347},
numpages={6},
doi={10.1109/TLT.2017.2723888},
issn={1939-1382},
publisher={IEEE},
}

RIS

TY  - JOUR
AU  - Yang, Yang
AU  - Leung, Howard
AU  - Shum, Hubert P. H.
AU  - Li, Jiao
AU  - Zeng, Lanling
AU  - Aslam, Nauman
AU  - Pan, Zhigeng
T2  - IEEE Transactions on Learning Technologies
TI  - CCESK: A Chinese Character Educational System Based on Kinect
PY  - 2018
VL  - 11
IS  - 3
SP  - 342
EP  - 347
DO  - 10.1109/TLT.2017.2723888
SN  - 1939-1382
PB  - IEEE
ER  -

Paper Supplementary Material

Manifold Regularized Experimental Design for Active Learning REF 2021 Submitted Output Impact Factor: 10.8^† Top 10% Journal in Computer Science, Artificial Intelligence^†
IEEE Transactions on Image Processing (TIP), 2017
Lining Zhang, Hubert P. H. Shum and Ling Shao
Topics:
Webpage Cite This Plain Text

Lining Zhang, Hubert P. H. Shum and Ling Shao, "Manifold Regularized Experimental Design for Active Learning," IEEE Transactions on Image Processing, vol. 26, no. 2, pp. 969-981, IEEE, Feb 2017.

Bibtex

@article{zhang17manifold,
author={Zhang, Lining and Shum, Hubert P. H. and Shao, Ling},
journal={IEEE Transactions on Image Processing},
title={Manifold Regularized Experimental Design for Active Learning},
year={2017},
month={2},
volume={26},
number={2},
pages={969--981},
numpages={14},
doi={10.1109/TIP.2016.2635440},
issn={1057-7149},
publisher={IEEE},
}

RIS

TY  - JOUR
AU  - Zhang, Lining
AU  - Shum, Hubert P. H.
AU  - Shao, Ling
T2  - IEEE Transactions on Image Processing
TI  - Manifold Regularized Experimental Design for Active Learning
PY  - 2017
Y1  - 2 2017
VL  - 26
IS  - 2
SP  - 969
EP  - 981
DO  - 10.1109/TIP.2016.2635440
SN  - 1057-7149
PB  - IEEE
ER  -

Paper

DanceDJ: A 3D Dance Animation Authoring System for Live Performance Best Paper Award
Proceedings of the 2017 International Conference on Advances in Computer Entertainment Technology (ACE), 2017
Naoya Iwamoto, Takuya Kato, Hubert P. H. Shum, Ryo Kakitsuka, Kenta Hara and Shigeo Morishima
Topics: Character Animation
Webpage Cite This Plain Text

Naoya Iwamoto, Takuya Kato, Hubert P. H. Shum, Ryo Kakitsuka, Kenta Hara and Shigeo Morishima, "DanceDJ: A 3D Dance Animation Authoring System for Live Performance," in ACE '17: Proceedings of the 2017 International Conference on Advances in Computer Entertainment Technology, pp. 653-670, London, UK, Dec 2017.

Bibtex

@inproceedings{iwamoto17dancedj,
author={Iwamoto, Naoya and Kato, Takuya and Shum, Hubert P. H. and Kakitsuka, Ryo and Hara, Kenta and Morishima, Shigeo},
booktitle={Proceedings of the 2017 International Conference on Advances in Computer Entertainment Technology},
series={ACE '17},
title={DanceDJ: A 3D Dance Animation Authoring System for Live Performance},
year={2017},
month={12},
pages={653--670},
numpages={18},
doi={10.1007/978-3-319-76270-8_46},
isbn={978-3-319-76270-8},
location={London, UK},
}

RIS

TY  - CONF
AU  - Iwamoto, Naoya
AU  - Kato, Takuya
AU  - Shum, Hubert P. H.
AU  - Kakitsuka, Ryo
AU  - Hara, Kenta
AU  - Morishima, Shigeo
T2  - Proceedings of the 2017 International Conference on Advances in Computer Entertainment Technology
TI  - DanceDJ: A 3D Dance Animation Authoring System for Live Performance
PY  - 2017
Y1  - 12 2017
SP  - 653
EP  - 670
DO  - 10.1007/978-3-319-76270-8_46
SN  - 978-3-319-76270-8
ER  -

Paper YouTube

Unsupervised Abnormal Behaviour Detection with Overhead Crowd Video
Proceedings of the 2017 International Conference on Software, Knowledge, Information Management and Applications (SKIMA), 2017
Shoujiang Xu, Edmond S. L. Ho, Nauman Aslam and Hubert P. H. Shum
Topics: Crowd Modelling, Surveillance, Video Analysis
Webpage Cite This Plain Text

Shoujiang Xu, Edmond S. L. Ho, Nauman Aslam and Hubert P. H. Shum, "Unsupervised Abnormal Behaviour Detection with Overhead Crowd Video," in SKIMA '17: Proceedings of the 2017 International Conference on Software, Knowledge, Information Management and Applications, pp. 1-6, Colombo, Sri Lanka, IEEE, Dec 2017.

Bibtex

@inproceedings{xu17unsupervised,
author={Xu, Shoujiang and Ho, Edmond S. L. and Aslam, Nauman and Shum, Hubert P. H.},
booktitle={Proceedings of the 2017 International Conference on Software, Knowledge, Information Management and Applications},
series={SKIMA '17},
title={Unsupervised Abnormal Behaviour Detection with Overhead Crowd Video},
year={2017},
month={12},
pages={1--6},
numpages={6},
doi={10.1109/SKIMA.2017.8294092},
issn={2573-3214},
publisher={IEEE},
location={Colombo, Sri Lanka},
}

RIS

TY  - CONF
AU  - Xu, Shoujiang
AU  - Ho, Edmond S. L.
AU  - Aslam, Nauman
AU  - Shum, Hubert P. H.
T2  - Proceedings of the 2017 International Conference on Software, Knowledge, Information Management and Applications
TI  - Unsupervised Abnormal Behaviour Detection with Overhead Crowd Video
PY  - 2017
Y1  - 12 2017
SP  - 1
EP  - 6
DO  - 10.1109/SKIMA.2017.8294092
SN  - 2573-3214
PB  - IEEE
ER  -

Paper

UAV-ReID: A Benchmark on Unmanned Aerial Vehicle Re-Identification in Video Imagery
Proceedings of the 2022 International Conference on Computer Vision Theory and Applications (VISAPP), 2022
Daniel Organisciak, Matthew Poyser, Aishah Alsehaim, Shanfeng Hu, Brian K. S. Isaac-Medina, Toby P. Breckon and Hubert P. H. Shum
Topics: Surveillance, Datasets, Air and Space
Webpage Cite This Plain Text

Daniel Organisciak, Matthew Poyser, Aishah Alsehaim, Shanfeng Hu, Brian K. S. Isaac-Medina, Toby P. Breckon and Hubert P. H. Shum, "UAV-ReID: A Benchmark on Unmanned Aerial Vehicle Re-Identification in Video Imagery," in VISAPP '22: Proceedings of the 2022 International Conference on Computer Vision Theory and Applications, pp. 136-146, SciTePress, Feb 2022.

Bibtex

@inproceedings{organisciak22uavreid,
author={Organisciak, Daniel and Poyser, Matthew and Alsehaim, Aishah and Hu, Shanfeng and Isaac-Medina, Brian K. S. and Breckon, Toby P. and Shum, Hubert P. H.},
booktitle={Proceedings of the 2022 International Conference on Computer Vision Theory and Applications},
series={VISAPP '22},
title={UAV-ReID: A Benchmark on Unmanned Aerial Vehicle Re-Identification in Video Imagery},
year={2022},
month={2},
pages={136--146},
numpages={11},
doi={10.5220/0010836600003124},
isbn={978-989-758-555-5},
publisher={SciTePress},
}

RIS

TY  - CONF
AU  - Organisciak, Daniel
AU  - Poyser, Matthew
AU  - Alsehaim, Aishah
AU  - Hu, Shanfeng
AU  - Isaac-Medina, Brian K. S.
AU  - Breckon, Toby P.
AU  - Shum, Hubert P. H.
T2  - Proceedings of the 2022 International Conference on Computer Vision Theory and Applications
TI  - UAV-ReID: A Benchmark on Unmanned Aerial Vehicle Re-Identification in Video Imagery
PY  - 2022
Y1  - 2 2022
SP  - 136
EP  - 146
DO  - 10.5220/0010836600003124
SN  - 978-989-758-555-5
PB  - SciTePress
ER  -

Paper GitHub

Resolving Hand-Object Occlusion for Mixed Reality with Joint Deep Learning and Model Optimization
Computer Animation and Virtual Worlds (CAVW) - Proceedings of the 2020 International Conference on Computer Animation and Social Agents (CASA), 2020
Qi Feng, Hubert P. H. Shum and Shigeo Morishima
Topics: Virtual Reality, Hands and Gestures
Webpage Cite This Plain Text

Qi Feng, Hubert P. H. Shum and Shigeo Morishima, "Resolving Hand-Object Occlusion for Mixed Reality with Joint Deep Learning and Model Optimization," Computer Animation and Virtual Worlds, vol. 31, no. 4--5, pp. e1956, John Wiley and Sons Ltd., 2020.

Bibtex

@article{feng20resolving,
author={Feng, Qi and Shum, Hubert P. H. and Morishima, Shigeo},
journal={Computer Animation and Virtual Worlds},
title={Resolving Hand-Object Occlusion for Mixed Reality with Joint Deep Learning and Model Optimization},
year={2020},
volume={31},
number={4--5},
pages={e1956},
numpages={12},
doi={10.1002/cav.1956},
publisher={John Wiley and Sons Ltd.},
Address={Chichester, UK},
}

RIS

TY  - JOUR
AU  - Feng, Qi
AU  - Shum, Hubert P. H.
AU  - Morishima, Shigeo
T2  - Computer Animation and Virtual Worlds
TI  - Resolving Hand-Object Occlusion for Mixed Reality with Joint Deep Learning and Model Optimization
PY  - 2020
VL  - 31
IS  - 4--5
SP  - e1956
EP  - e1956
DO  - 10.1002/cav.1956
PB  - John Wiley and Sons Ltd.
ER  -

Paper YouTube Part 1 YouTube Part 2

A Dual-Stream Recurrent Neural Network for Student Feedback Prediction using Kinect
Proceedings of the 2018 International Conference on Software, Knowledge, Information Management and Applications (SKIMA), 2018
Shanfeng Hu, Hindol Bhattacharya, Matangini Chattopadhyay, Nauman Aslam and Hubert P. H. Shum
Topics: Motion Analysis
Webpage Cite This Plain Text

Shanfeng Hu, Hindol Bhattacharya, Matangini Chattopadhyay, Nauman Aslam and Hubert P. H. Shum, "A Dual-Stream Recurrent Neural Network for Student Feedback Prediction using Kinect," in SKIMA '18: Proceedings of the 2018 International Conference on Software, Knowledge, Information Management and Applications, pp. 1-8, Phnom Penh, Cambodia, IEEE, Dec 2018.

Bibtex

@inproceedings{hu18dualstream,
author={Hu, Shanfeng and Bhattacharya, Hindol and Chattopadhyay, Matangini and Aslam, Nauman and Shum, Hubert P. H.},
booktitle={Proceedings of the 2018 International Conference on Software, Knowledge, Information Management and Applications},
series={SKIMA '18},
title={A Dual-Stream Recurrent Neural Network for Student Feedback Prediction using Kinect},
year={2018},
month={12},
pages={1--8},
numpages={8},
doi={10.1109/SKIMA.2018.8631537},
issn={2573-3214},
publisher={IEEE},
location={Phnom Penh, Cambodia},
}

RIS

TY  - CONF
AU  - Hu, Shanfeng
AU  - Bhattacharya, Hindol
AU  - Chattopadhyay, Matangini
AU  - Aslam, Nauman
AU  - Shum, Hubert P. H.
T2  - Proceedings of the 2018 International Conference on Software, Knowledge, Information Management and Applications
TI  - A Dual-Stream Recurrent Neural Network for Student Feedback Prediction using Kinect
PY  - 2018
Y1  - 12 2018
SP  - 1
EP  - 8
DO  - 10.1109/SKIMA.2018.8631537
SN  - 2573-3214
PB  - IEEE
ER  -

Paper

Synthesizing Expressive Facial and Speech Animation by Text-to-IPA Translation with Emotion Control
Proceedings of the 2018 International Conference on Software, Knowledge, Information Management and Applications (SKIMA), 2018
Andreea Stef, Kaveen Perera, Hubert P. H. Shum and Edmond S. L. Ho
Topics: Face Modelling, Language Models
Webpage Cite This Plain Text

Andreea Stef, Kaveen Perera, Hubert P. H. Shum and Edmond S. L. Ho, "Synthesizing Expressive Facial and Speech Animation by Text-to-IPA Translation with Emotion Control," in SKIMA '18: Proceedings of the 2018 International Conference on Software, Knowledge, Information Management and Applications, pp. 1-8, Phnom Penh, Cambodia, IEEE, Dec 2018.

Bibtex

@inproceedings{stef18synthesizing,
author={Stef, Andreea and Perera, Kaveen and Shum, Hubert P. H. and Ho, Edmond S. L.},
booktitle={Proceedings of the 2018 International Conference on Software, Knowledge, Information Management and Applications},
series={SKIMA '18},
title={Synthesizing Expressive Facial and Speech Animation by Text-to-IPA Translation with Emotion Control},
year={2018},
month={12},
pages={1--8},
numpages={8},
doi={10.1109/SKIMA.2018.8631536},
issn={2573-3214},
publisher={IEEE},
location={Phnom Penh, Cambodia},
}

RIS

TY  - CONF
AU  - Stef, Andreea
AU  - Perera, Kaveen
AU  - Shum, Hubert P. H.
AU  - Ho, Edmond S. L.
T2  - Proceedings of the 2018 International Conference on Software, Knowledge, Information Management and Applications
TI  - Synthesizing Expressive Facial and Speech Animation by Text-to-IPA Translation with Emotion Control
PY  - 2018
Y1  - 12 2018
SP  - 1
EP  - 8
DO  - 10.1109/SKIMA.2018.8631536
SN  - 2573-3214
PB  - IEEE
ER  -

Paper

SkillVis: A Visualization Tool for Boxing Skill Assessment
Proceedings of the 2016 ACM International Conference on Motion in Games (MIG), 2016
Hubert P. H. Shum, He Wang, Edmond S. L. Ho and Taku Komura
Topics: Motion Analysis
Webpage Cite This Plain Text

Hubert P. H. Shum, He Wang, Edmond S. L. Ho and Taku Komura, "SkillVis: A Visualization Tool for Boxing Skill Assessment," in MIG '16: Proceedings of the 2016 ACM International Conference on Motion in Games, pp. 145-153, San Francisco, USA, ACM, Oct 2016.

Bibtex

@inproceedings{shum16skillvis,
author={Shum, Hubert P. H. and Wang, He and Ho, Edmond S. L. and Komura, Taku},
booktitle={Proceedings of the 2016 ACM International Conference on Motion in Games},
series={MIG '16},
title={SkillVis: A Visualization Tool for Boxing Skill Assessment},
year={2016},
month={10},
pages={145--153},
numpages={9},
doi={10.1145/2994258.2994266},
isbn={978-1-4503-4592-7},
publisher={ACM},
Address={New York, NY, USA},
location={San Francisco, USA},
}

RIS

TY  - CONF
AU  - Shum, Hubert P. H.
AU  - Wang, He
AU  - Ho, Edmond S. L.
AU  - Komura, Taku
T2  - Proceedings of the 2016 ACM International Conference on Motion in Games
TI  - SkillVis: A Visualization Tool for Boxing Skill Assessment
PY  - 2016
Y1  - 10 2016
SP  - 145
EP  - 153
DO  - 10.1145/2994258.2994266
SN  - 978-1-4503-4592-7
PB  - ACM
ER  -

Paper YouTube

Automatic Dance Generation System Considering Sign Language Information
Proceedings of the 2016 ACM SIGGRAPH Posters, 2016
Wakana Asahina, Naoya Iwamoto, Hubert P. H. Shum and Shigeo Morishima
Topics: Character Animation, Language Models
Webpage Cite This Plain Text

Wakana Asahina, Naoya Iwamoto, Hubert P. H. Shum and Shigeo Morishima, "Automatic Dance Generation System Considering Sign Language Information," in SIGGRAPH '16: Proceedings of the 2016 ACM SIGGRAPH, pp. 23:1-23:2, Anaheim, California, ACM, Jul 2016.

Bibtex

@inproceedings{asahina16automatic,
author={Asahina, Wakana and Iwamoto, Naoya and Shum, Hubert P. H. and Morishima, Shigeo},
booktitle={Proceedings of the 2016 ACM SIGGRAPH},
series={SIGGRAPH '16},
title={Automatic Dance Generation System Considering Sign Language Information},
year={2016},
month={7},
pages={23:1--23:2},
numpages={2},
doi={10.1145/2945078.2945101},
isbn={978-1-4503-4371-8},
publisher={ACM},
Address={New York, NY, USA},
location={Anaheim, California},
}

RIS

TY  - CONF
AU  - Asahina, Wakana
AU  - Iwamoto, Naoya
AU  - Shum, Hubert P. H.
AU  - Morishima, Shigeo
T2  - Proceedings of the 2016 ACM SIGGRAPH
TI  - Automatic Dance Generation System Considering Sign Language Information
PY  - 2016
Y1  - 7 2016
SP  - 23:1
EP  - 23:2
DO  - 10.1145/2945078.2945101
SN  - 978-1-4503-4371-8
PB  - ACM
ER  -

Paper YouTube

RAPiD-Seg: Range-Aware Pointwise Distance Distribution Networks for 3D LiDAR Segmentation Oral Paper (Top 2.3% of 8585 Submissions) H5-Index: 206^# Core A* Conference^‡
Proceedings of the 2024 European Conference on Computer Vision (ECCV), 2024
Li Li, Hubert P. H. Shum and Toby P. Breckon
Topics: Environment Sensing
Webpage Cite This Plain Text

Li Li, Hubert P. H. Shum and Toby P. Breckon, "RAPiD-Seg: Range-Aware Pointwise Distance Distribution Networks for 3D LiDAR Segmentation," in ECCV '24: Proceedings of the 2024 European Conference on Computer Vision, vol. 15065, pp. 222-241, Milan, Italy, Springer, 2024.

Bibtex

@inproceedings{li24rapidseg,
author={Li, Li and Shum, Hubert P. H. and Breckon, Toby P.},
booktitle={Proceedings of the 2024 European Conference on Computer Vision},
series={ECCV '24},
title={RAPiD-Seg: Range-Aware Pointwise Distance Distribution Networks for 3D LiDAR Segmentation},
year={2024},
volume={15065},
pages={222--241},
numpages={20},
doi={10.1007/978-3-031-72667-5_13},
publisher={Springer},
location={Milan, Italy},
}

RIS

TY  - CONF
AU  - Li, Li
AU  - Shum, Hubert P. H.
AU  - Breckon, Toby P.
T2  - Proceedings of the 2024 European Conference on Computer Vision
TI  - RAPiD-Seg: Range-Aware Pointwise Distance Distribution Networks for 3D LiDAR Segmentation
PY  - 2024
VL  - 15065
SP  - 222
EP  - 241
DO  - 10.1007/978-3-031-72667-5_13
PB  - Springer
ER  -

Paper Supplementary Material YouTube Part 1 YouTube Part 2

MAGR: Manifold-Aligned Graph Regularization for Continual Action Quality Assessment Oral Paper (Top 2.3% of 8585 Submissions) H5-Index: 206^# Core A* Conference^‡
Proceedings of the 2024 European Conference on Computer Vision (ECCV), 2024
Kanglei Zhou, Liyuan Wang, Xingxing Zhang, Hubert P. H. Shum, Frederick W. B. Li, Jianguo Li and Xiaohui Liang
Topics: Motion Analysis, Video Analysis
Webpage Cite This Plain Text

Kanglei Zhou, Liyuan Wang, Xingxing Zhang, Hubert P. H. Shum, Frederick W. B. Li, Jianguo Li and Xiaohui Liang, "MAGR: Manifold-Aligned Graph Regularization for Continual Action Quality Assessment," in ECCV '24: Proceedings of the 2024 European Conference on Computer Vision, vol. 15069, pp. 375-392, Milan, Italy, Springer, 2024.

Bibtex

@inproceedings{zhou24magr,
author={Zhou, Kanglei and Wang, Liyuan and Zhang, Xingxing and Shum, Hubert P. H. and Li, Frederick W. B. and Li, Jianguo and Liang, Xiaohui},
booktitle={Proceedings of the 2024 European Conference on Computer Vision},
series={ECCV '24},
title={MAGR: Manifold-Aligned Graph Regularization for Continual Action Quality Assessment},
year={2024},
volume={15069},
pages={375--392},
numpages={18},
doi={10.1007/978-3-031-73247-8_22},
publisher={Springer},
location={Milan, Italy},
}

RIS

TY  - CONF
AU  - Zhou, Kanglei
AU  - Wang, Liyuan
AU  - Zhang, Xingxing
AU  - Shum, Hubert P. H.
AU  - Li, Frederick W. B.
AU  - Li, Jianguo
AU  - Liang, Xiaohui
T2  - Proceedings of the 2024 European Conference on Computer Vision
TI  - MAGR: Manifold-Aligned Graph Regularization for Continual Action Quality Assessment
PY  - 2024
VL  - 15069
SP  - 375
EP  - 392
DO  - 10.1007/978-3-031-73247-8_22
PB  - Springer
ER  -

Paper Supplementary Material YouTube

Unaligned 2D to 3D Translation with Conditional Vector-Quantized Code Diffusion using Transformers H5-Index: 291^# Core A* Conference^‡
Proceedings of the 2023 IEEE/CVF International Conference on Computer Vision (ICCV), 2023
Abril Corona-Figueroa, Sam Bond-Taylor, Neelanjan Bhowmik, Yona Falinie A. Gaus, Toby P. Breckon, Hubert P. H. Shum and Chris G. Willcocks
Topics: 3D Reconstruction
Webpage Cite This Plain Text

Abril Corona-Figueroa, Sam Bond-Taylor, Neelanjan Bhowmik, Yona Falinie A. Gaus, Toby P. Breckon, Hubert P. H. Shum and Chris G. Willcocks, "Unaligned 2D to 3D Translation with Conditional Vector-Quantized Code Diffusion using Transformers," in ICCV '23: Proceedings of the 2023 IEEE/CVF International Conference on Computer Vision, pp. 14539-14548, Paris, France, IEEE/CVF, Oct 2023.

Bibtex

@inproceedings{coronafigueroaa23unaligned,
author={Corona-Figueroa, Abril and Bond-Taylor, Sam and Bhowmik, Neelanjan and Gaus, Yona Falinie A. and Breckon, Toby P. and Shum, Hubert P. H. and Willcocks, Chris G.},
booktitle={Proceedings of the 2023 IEEE/CVF International Conference on Computer Vision},
series={ICCV '23},
title={Unaligned 2D to 3D Translation with Conditional Vector-Quantized Code Diffusion using Transformers},
year={2023},
month={10},
pages={14539--14548},
numpages={10},
doi={10.1109/ICCV51070.2023.01341},
publisher={IEEE/CVF},
location={Paris, France},
}

RIS

TY  - CONF
AU  - Corona-Figueroa, Abril
AU  - Bond-Taylor, Sam
AU  - Bhowmik, Neelanjan
AU  - Gaus, Yona Falinie A.
AU  - Breckon, Toby P.
AU  - Shum, Hubert P. H.
AU  - Willcocks, Chris G.
T2  - Proceedings of the 2023 IEEE/CVF International Conference on Computer Vision
TI  - Unaligned 2D to 3D Translation with Conditional Vector-Quantized Code Diffusion using Transformers
PY  - 2023
Y1  - 10 2023
SP  - 14539
EP  - 14548
DO  - 10.1109/ICCV51070.2023.01341
PB  - IEEE/CVF
ER  -

Paper Supplementary Material YouTube

A Two-Stream Convolutional Network for Musculoskeletal and Neurological Disorders Prediction Impact Factor: 3.5^† Top 25% Journal in Health Care Sciences & Services^†
Journal of Medical Systems (JMS), 2022
Manli Zhu, Qianhui Men, Edmond S. L. Ho, Howard Leung and Hubert P. H. Shum
Topics: Biomedical Engineering, Motion Analysis, Healthcare Diagnosis
Webpage Cite This Plain Text

Manli Zhu, Qianhui Men, Edmond S. L. Ho, Howard Leung and Hubert P. H. Shum, "A Two-Stream Convolutional Network for Musculoskeletal and Neurological Disorders Prediction," Journal of Medical Systems, vol. 46, no. 11, pp. 76, Springer, 2022.

Bibtex

@article{zhu22twostream,
author={Zhu, Manli and Men, Qianhui and Ho, Edmond S. L. and Leung, Howard and Shum, Hubert P. H.},
journal={Journal of Medical Systems},
title={A Two-Stream Convolutional Network for Musculoskeletal and Neurological Disorders Prediction},
year={2022},
volume={46},
number={11},
pages={76},
numpages={12},
doi={10.1007/s10916-022-01857-5},
issn={1573-689X},
publisher={Springer},
}

RIS

TY  - JOUR
AU  - Zhu, Manli
AU  - Men, Qianhui
AU  - Ho, Edmond S. L.
AU  - Leung, Howard
AU  - Shum, Hubert P. H.
T2  - Journal of Medical Systems
TI  - A Two-Stream Convolutional Network for Musculoskeletal and Neurological Disorders Prediction
PY  - 2022
VL  - 46
IS  - 11
SP  - 76
EP  - 76
DO  - 10.1007/s10916-022-01857-5
SN  - 1573-689X
PB  - Springer
ER  -

Paper

CP-AGCN: Pytorch-Based Attention Informed Graph Convolutional Network for Identifying Infants at Risk of Cerebral Palsy Impact Factor: 1.3^†
Software Impacts (SIMPAC), 2022
Haozheng Zhang, Edmond S. L. Ho and Hubert P. H. Shum
Topics: Biomedical Engineering, Motion Analysis, Healthcare Diagnosis
Webpage Cite This Plain Text

Haozheng Zhang, Edmond S. L. Ho and Hubert P. H. Shum, "CP-AGCN: Pytorch-Based Attention Informed Graph Convolutional Network for Identifying Infants at Risk of Cerebral Palsy," Software Impacts, vol. 14, pp. 100419, Elsevier, 2022.

Bibtex

@article{zhang22cpagcn,
author={Zhang, Haozheng and Ho, Edmond S. L. and Shum, Hubert P. H.},
journal={Software Impacts},
title={CP-AGCN: Pytorch-Based Attention Informed Graph Convolutional Network for Identifying Infants at Risk of Cerebral Palsy},
year={2022},
volume={14},
pages={100419},
numpages={4},
doi={10.1016/j.simpa.2022.100419},
issn={2665-9638},
publisher={Elsevier},
}

RIS

TY  - JOUR
AU  - Zhang, Haozheng
AU  - Ho, Edmond S. L.
AU  - Shum, Hubert P. H.
T2  - Software Impacts
TI  - CP-AGCN: Pytorch-Based Attention Informed Graph Convolutional Network for Identifying Infants at Risk of Cerebral Palsy
PY  - 2022
VL  - 14
SP  - 100419
EP  - 100419
DO  - 10.1016/j.simpa.2022.100419
SN  - 2665-9638
PB  - Elsevier
ER  -

Paper

Spoofing Detection on Hand Images Using Quality Assessment Impact Factor: 3.0^†
Multimedia Tools and Applications (MTAP), 2021
Asish Bera, Ratnadeep Dey, Debotosh Bhattacharjee, Mita Nasipuri and Hubert P. H. Shum
Topics: Cybersecurity, Hands and Gestures
Webpage Cite This Plain Text

Asish Bera, Ratnadeep Dey, Debotosh Bhattacharjee, Mita Nasipuri and Hubert P. H. Shum, "Spoofing Detection on Hand Images Using Quality Assessment," Multimedia Tools and Applications, vol. 80, pp. 28603-28626, Springer, 2021.

Bibtex

@article{bera21spoofing,
author={Bera, Asish and Dey, Ratnadeep and Bhattacharjee, Debotosh and Nasipuri, Mita and Shum, Hubert P. H.},
journal={Multimedia Tools and Applications},
title={Spoofing Detection on Hand Images Using Quality Assessment},
year={2021},
volume={80},
pages={28603--28626},
numpages={24},
doi={10.1007/s11042-021-10976-z},
issn={1573-7721},
publisher={Springer},
}

RIS

TY  - JOUR
AU  - Bera, Asish
AU  - Dey, Ratnadeep
AU  - Bhattacharjee, Debotosh
AU  - Nasipuri, Mita
AU  - Shum, Hubert P. H.
T2  - Multimedia Tools and Applications
TI  - Spoofing Detection on Hand Images Using Quality Assessment
PY  - 2021
VL  - 80
SP  - 28603
EP  - 28626
DO  - 10.1007/s11042-021-10976-z
SN  - 1573-7721
PB  - Springer
ER  -

Paper

Editorial: Special Issue on Machine Vision with Deep Learning Impact Factor: 11.6^† Top 10% Journal in Computer Science, Artificial Intelligence^†
Editorship: International Journal of Computer Vision (IJCV), 2020
Ling Shao, Hubert P. H. Shum and Timothy Hospedales
Topics:
Webpage Cite This Plain Text

Ling Shao, Hubert P. H. Shum and Timothy Hospedales, "Editorial: Special Issue on Machine Vision with Deep Learning," International Journal of Computer Vision, vol. 128, no. 4, pp. 771-772, Springer, 2020.

Bibtex

@article{shao20special,
author={Shao, Ling and Shum, Hubert P. H. and Hospedales, Timothy},
journal={International Journal of Computer Vision},
title={Editorial: Special Issue on Machine Vision with Deep Learning},
year={2020},
volume={128},
number={4},
pages={771--772},
numpages={2},
doi={10.1007/s11263-020-01317-y},
issn={1573-1405},
publisher={Springer},
}

RIS

TY  - JOUR
AU  - Shao, Ling
AU  - Shum, Hubert P. H.
AU  - Hospedales, Timothy
T2  - International Journal of Computer Vision
TI  - Editorial: Special Issue on Machine Vision with Deep Learning
PY  - 2020
VL  - 128
IS  - 4
SP  - 771
EP  - 772
DO  - 10.1007/s11263-020-01317-y
SN  - 1573-1405
PB  - Springer
ER  -

Paper

Angular Momentum Guided Motion Concatenation
Computer Animation and Virtual Worlds (CAVW) - Proceedings of the 2009 International Conference on Computer Animation and Social Agents (CASA), 2009
Hubert P. H. Shum, Taku Komura and Pranjul Yadav
Topics: Character Animation
Webpage Cite This Plain Text

Hubert P. H. Shum, Taku Komura and Pranjul Yadav, "Angular Momentum Guided Motion Concatenation," Computer Animation and Virtual Worlds, vol. 20, no. 2--3, pp. 385-394, John Wiley and Sons Ltd., 2009.

Bibtex

@article{shum09angular,
author={Shum, Hubert P. H. and Komura, Taku and Yadav, Pranjul},
journal={Computer Animation and Virtual Worlds},
title={Angular Momentum Guided Motion Concatenation},
year={2009},
volume={20},
number={2--3},
pages={385--394},
numpages={10},
doi={10.1002/cav.v20:2/3},
issn={1546-4261},
publisher={John Wiley and Sons Ltd.},
Address={Chichester, UK},
}

RIS

TY  - JOUR
AU  - Shum, Hubert P. H.
AU  - Komura, Taku
AU  - Yadav, Pranjul
T2  - Computer Animation and Virtual Worlds
TI  - Angular Momentum Guided Motion Concatenation
PY  - 2009
VL  - 20
IS  - 2--3
SP  - 385
EP  - 394
DO  - 10.1002/cav.v20:2/3
SN  - 1546-4261
PB  - John Wiley and Sons Ltd.
ER  -

Paper YouTube

Region-Based Appearance and Flow Characteristics for Anomaly Detection in Infrared Surveillance Imagery H5-Index: 115^#
Proceedings of the 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 2023
Yona Falinie A. Gaus, Neelanjan Bhowmik, Brian K. S. Isaac-Medina, Hubert P. H. Shum, Amir Atapour-Abarghouei and Toby P. Breckon
Topics: Crowd Modelling, Surveillance, Video Analysis, Environment Sensing
Webpage Cite This Plain Text

Yona Falinie A. Gaus, Neelanjan Bhowmik, Brian K. S. Isaac-Medina, Hubert P. H. Shum, Amir Atapour-Abarghouei and Toby P. Breckon, "Region-Based Appearance and Flow Characteristics for Anomaly Detection in Infrared Surveillance Imagery," in CVPRW '23: Proceedings of the 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, pp. 2995-3005, Vancouver, Canada, IEEE/CVF, Jun 2023.

Bibtex

@inproceedings{gaus23region,
author={Gaus, Yona Falinie A. and Bhowmik, Neelanjan and Isaac-Medina, Brian K. S. and Shum, Hubert P. H. and Atapour-Abarghouei, Amir and Breckon, Toby P.},
booktitle={Proceedings of the 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops},
series={CVPRW '23},
title={Region-Based Appearance and Flow Characteristics for Anomaly Detection in Infrared Surveillance Imagery},
year={2023},
month={6},
pages={2995--3005},
numpages={11},
doi={10.1109/CVPRW59228.2023.00301},
publisher={IEEE/CVF},
location={Vancouver, Canada},
}

RIS

TY  - CONF
AU  - Gaus, Yona Falinie A.
AU  - Bhowmik, Neelanjan
AU  - Isaac-Medina, Brian K. S.
AU  - Shum, Hubert P. H.
AU  - Atapour-Abarghouei, Amir
AU  - Breckon, Toby P.
T2  - Proceedings of the 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops
TI  - Region-Based Appearance and Flow Characteristics for Anomaly Detection in Infrared Surveillance Imagery
PY  - 2023
Y1  - 6 2023
SP  - 2995
EP  - 3005
DO  - 10.1109/CVPRW59228.2023.00301
PB  - IEEE/CVF
ER  -

Paper

3D Reconstruction of Sculptures from Single Images via Unsupervised Domain Adaptation on Implicit Models Core A Conference^‡
Proceedings of the 2022 ACM Symposium on Virtual Reality Software and Technology (VRST), 2022
Ziyi Chang, George Alex Koulieris and Hubert P. H. Shum
Topics: 3D Reconstruction, Surface Modelling, Artwork Analysis
Webpage Cite This Plain Text

Ziyi Chang, George Alex Koulieris and Hubert P. H. Shum, "3D Reconstruction of Sculptures from Single Images via Unsupervised Domain Adaptation on Implicit Models," in VRST '22: Proceedings of the 2022 ACM Symposium on Virtual Reality Software and Technology, pp. 1-10, Tsukuba, Japan, ACM, Nov 2022.

Bibtex

@inproceedings{chang22reconstruction,
author={Chang, Ziyi and Koulieris, George Alex and Shum, Hubert P. H.},
booktitle={Proceedings of the 2022 ACM Symposium on Virtual Reality Software and Technology},
series={VRST '22},
title={3D Reconstruction of Sculptures from Single Images via Unsupervised Domain Adaptation on Implicit Models},
year={2022},
month={11},
pages={1--10},
numpages={10},
doi={10.1145/3562939.3565632},
isbn={9.78E+12},
publisher={ACM},
Address={New York, NY, USA},
location={Tsukuba, Japan},
}

RIS

TY  - CONF
AU  - Chang, Ziyi
AU  - Koulieris, George Alex
AU  - Shum, Hubert P. H.
T2  - Proceedings of the 2022 ACM Symposium on Virtual Reality Software and Technology
TI  - 3D Reconstruction of Sculptures from Single Images via Unsupervised Domain Adaptation on Implicit Models
PY  - 2022
Y1  - 11 2022
SP  - 1
EP  - 10
DO  - 10.1145/3562939.3565632
SN  - 9.78E+12
PB  - ACM
ER  -

Paper GitHub YouTube

Towards Graph Representation Learning Based Surgical Workflow Anticipation Oral Paper
Proceedings of the 2022 IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI), 2022
Francis Xiatian Zhang, Noura Al Moubayed and Hubert P. H. Shum
Topics: Biomedical Engineering, Interaction Modelling, Video Analysis, Motion Analysis
Webpage Cite This Plain Text

Francis Xiatian Zhang, Noura Al Moubayed and Hubert P. H. Shum, "Towards Graph Representation Learning Based Surgical Workflow Anticipation," in BHI '22: Proceedings of the 2022 IEEE-EMBS International Conference on Biomedical and Health Informatics, pp. 1-4, Ioannina, Greece, IEEE, Sep 2022.

Bibtex

@inproceedings{zhang22towards,
author={Zhang, Francis Xiatian and Moubayed, Noura Al and Shum, Hubert P. H.},
booktitle={Proceedings of the 2022 IEEE-EMBS International Conference on Biomedical and Health Informatics},
series={BHI '22},
title={Towards Graph Representation Learning Based Surgical Workflow Anticipation},
year={2022},
month={9},
pages={1--4},
numpages={4},
doi={10.1109/BHI56158.2022.9926801},
publisher={IEEE},
location={Ioannina, Greece},
}

RIS

TY  - CONF
AU  - Zhang, Francis Xiatian
AU  - Moubayed, Noura Al
AU  - Shum, Hubert P. H.
T2  - Proceedings of the 2022 IEEE-EMBS International Conference on Biomedical and Health Informatics
TI  - Towards Graph Representation Learning Based Surgical Workflow Anticipation
PY  - 2022
Y1  - 9 2022
SP  - 1
EP  - 4
DO  - 10.1109/BHI56158.2022.9926801
PB  - IEEE
ER  -

Paper GitHub YouTube

A Feasibility Study on Image Inpainting for Non-Cleft Lip Generation from Patients with Cleft Lip Oral Paper
Proceedings of the 2022 IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI), 2022
Shuang Chen, Amir Atapour-Abarghouei, Jane Kerby, Edmond S. L. Ho, David C. G. Sainsbury, Sophie Butterworth and Hubert P. H. Shum
Topics: Biomedical Engineering, Face Modelling, Medical Imaging, Responsible AI
Webpage Cite This Plain Text

Shuang Chen, Amir Atapour-Abarghouei, Jane Kerby, Edmond S. L. Ho, David C. G. Sainsbury, Sophie Butterworth and Hubert P. H. Shum, "A Feasibility Study on Image Inpainting for Non-Cleft Lip Generation from Patients with Cleft Lip," in BHI '22: Proceedings of the 2022 IEEE-EMBS International Conference on Biomedical and Health Informatics, pp. 1-4, Ioannina, Greece, IEEE, Sep 2022.

Bibtex

@inproceedings{chen22feasibility,
author={Chen, Shuang and Atapour-Abarghouei, Amir and Kerby, Jane and Ho, Edmond S. L. and Sainsbury, David C. G. and Butterworth, Sophie and Shum, Hubert P. H.},
booktitle={Proceedings of the 2022 IEEE-EMBS International Conference on Biomedical and Health Informatics},
series={BHI '22},
title={A Feasibility Study on Image Inpainting for Non-Cleft Lip Generation from Patients with Cleft Lip},
year={2022},
month={9},
pages={1--4},
numpages={4},
doi={10.1109/BHI56158.2022.9926917},
publisher={IEEE},
location={Ioannina, Greece},
}

RIS

TY  - CONF
AU  - Chen, Shuang
AU  - Atapour-Abarghouei, Amir
AU  - Kerby, Jane
AU  - Ho, Edmond S. L.
AU  - Sainsbury, David C. G.
AU  - Butterworth, Sophie
AU  - Shum, Hubert P. H.
T2  - Proceedings of the 2022 IEEE-EMBS International Conference on Biomedical and Health Informatics
TI  - A Feasibility Study on Image Inpainting for Non-Cleft Lip Generation from Patients with Cleft Lip
PY  - 2022
Y1  - 9 2022
SP  - 1
EP  - 4
DO  - 10.1109/BHI56158.2022.9926917
PB  - IEEE
ER  -

Paper GitHub

Denoising Diffusion Probabilistic Models for Styled Walking Synthesis
Proceedings of the 2022 ACM SIGGRAPH Conference on Motion, Interaction and Games (MIG) Posters, 2022
Edmund J. C. Findlay, Haozheng Zhang, Ziyi Chang and Hubert P. H. Shum
Topics: Character Animation
Webpage Cite This Plain Text

Edmund J. C. Findlay, Haozheng Zhang, Ziyi Chang and Hubert P. H. Shum, "Denoising Diffusion Probabilistic Models for Styled Walking Synthesis," in MIG '22: Proceedings of the 2022 ACM SIGGRAPH Conference on Motion, Interaction and Games, Guanajuato, Mexico, ACM, 2022.

Bibtex

@inproceedings{edmund22style,
author={Findlay, Edmund J. C. and Zhang, Haozheng and Chang, Ziyi and Shum, Hubert P. H.},
booktitle={Proceedings of the 2022 ACM SIGGRAPH Conference on Motion, Interaction and Games},
series={MIG '22},
title={Denoising Diffusion Probabilistic Models for Styled Walking Synthesis},
year={2022},
publisher={ACM},
Address={New York, NY, USA},
location={Guanajuato, Mexico},
}

RIS

TY  - CONF
AU  - Findlay, Edmund J. C.
AU  - Zhang, Haozheng
AU  - Chang, Ziyi
AU  - Shum, Hubert P. H.
T2  - Proceedings of the 2022 ACM SIGGRAPH Conference on Motion, Interaction and Games
TI  - Denoising Diffusion Probabilistic Models for Styled Walking Synthesis
PY  - 2022
PB  - ACM
ER  -

Paper YouTube

A Unified Deep Metric Representation for Mesh Saliency Detection and Non-Rigid Shape Matching REF 2021 Submitted Output Impact Factor: 8.4^† Top 10% Journal in Computer Science, Software Engineering^†
IEEE Transactions on Multimedia (TMM), 2020
Shanfeng Hu, Hubert P. H. Shum, Nauman Aslam, Frederick W. B. Li and Xiaohui Liang
Topics: Surface Modelling
Webpage Cite This Plain Text

Shanfeng Hu, Hubert P. H. Shum, Nauman Aslam, Frederick W. B. Li and Xiaohui Liang, "A Unified Deep Metric Representation for Mesh Saliency Detection and Non-Rigid Shape Matching," IEEE Transactions on Multimedia, vol. 22, no. 9, pp. 2278-2292, IEEE, 2020.

Bibtex

@article{hu20deep,
author={Hu, Shanfeng and Shum, Hubert P. H. and Aslam, Nauman and Li, Frederick W. B. and Liang, Xiaohui},
journal={IEEE Transactions on Multimedia},
title={A Unified Deep Metric Representation for Mesh Saliency Detection and Non-Rigid Shape Matching},
year={2020},
volume={22},
number={9},
pages={2278--2292},
numpages={15},
doi={10.1109/TMM.2019.2952983},
issn={1941-0077},
publisher={IEEE},
}

RIS

TY  - JOUR
AU  - Hu, Shanfeng
AU  - Shum, Hubert P. H.
AU  - Aslam, Nauman
AU  - Li, Frederick W. B.
AU  - Liang, Xiaohui
T2  - IEEE Transactions on Multimedia
TI  - A Unified Deep Metric Representation for Mesh Saliency Detection and Non-Rigid Shape Matching
PY  - 2020
VL  - 22
IS  - 9
SP  - 2278
EP  - 2292
DO  - 10.1109/TMM.2019.2952983
SN  - 1941-0077
PB  - IEEE
ER  -

Paper YouTube

A Motion Classification Approach to Fall Detection
Proceedings of the 2017 International Conference on Software, Knowledge, Information Management and Applications (SKIMA), 2017
Shanfeng Hu, Worasak Rueangsirarak, Maxime Bouchee, Nauman Aslam and Hubert P. H. Shum
Topics: Action Recognition
Webpage Cite This Plain Text

Shanfeng Hu, Worasak Rueangsirarak, Maxime Bouchee, Nauman Aslam and Hubert P. H. Shum, "A Motion Classification Approach to Fall Detection," in SKIMA '17: Proceedings of the 2017 International Conference on Software, Knowledge, Information Management and Applications, pp. 1-6, Colombo, Sri Lanka, IEEE, Dec 2017.

Bibtex

@inproceedings{hu17motion,
author={Hu, Shanfeng and Rueangsirarak, Worasak and Bouchee, Maxime and Aslam, Nauman and Shum, Hubert P. H.},
booktitle={Proceedings of the 2017 International Conference on Software, Knowledge, Information Management and Applications},
series={SKIMA '17},
title={A Motion Classification Approach to Fall Detection},
year={2017},
month={12},
pages={1--6},
numpages={6},
doi={10.1109/SKIMA.2017.8294096},
issn={2573-3214},
publisher={IEEE},
location={Colombo, Sri Lanka},
}

RIS

TY  - CONF
AU  - Hu, Shanfeng
AU  - Rueangsirarak, Worasak
AU  - Bouchee, Maxime
AU  - Aslam, Nauman
AU  - Shum, Hubert P. H.
T2  - Proceedings of the 2017 International Conference on Software, Knowledge, Information Management and Applications
TI  - A Motion Classification Approach to Fall Detection
PY  - 2017
Y1  - 12 2017
SP  - 1
EP  - 6
DO  - 10.1109/SKIMA.2017.8294096
SN  - 2573-3214
PB  - IEEE
ER  -

Paper

Ergonomics Measurements using Kinect with a Pose Correction Framework
Proceedings of the 2016 International Digital Human Modeling Symposium (DHM), 2016
Pierre Plantard, Hubert P. H. Shum and Franck Multon
Topics: Motion Analysis
Webpage Cite This Plain Text

Pierre Plantard, Hubert P. H. Shum and Franck Multon, "Ergonomics Measurements using Kinect with a Pose Correction Framework," in DHM '16: Proceedings of the 2016 International Digital Human Modeling Symposium, Montreal, Canada, Jun 2016.

Bibtex

@inproceedings{plantard16reliability,
author={Plantard, Pierre and Shum, Hubert P. H. and Multon, Franck},
booktitle={Proceedings of the 2016 International Digital Human Modeling Symposium},
series={DHM '16},
title={Ergonomics Measurements using Kinect with a Pose Correction Framework},
year={2016},
month={6},
numpages={8},
location={Montreal, Canada},
}

RIS

TY  - CONF
AU  - Plantard, Pierre
AU  - Shum, Hubert P. H.
AU  - Multon, Franck
T2  - Proceedings of the 2016 International Digital Human Modeling Symposium
TI  - Ergonomics Measurements using Kinect with a Pose Correction Framework
PY  - 2016
Y1  - 6 2016
ER  -

Paper

INCLG: Inpainting for Non-Cleft Lip Generation with a Multi-Task Image Processing Network Impact Factor: 1.3^†
Software Impacts (SIMPAC), 2023
Shuang Chen, Amir Atapour-Abarghouei, Edmond S. L. Ho and Hubert P. H. Shum
Topics: Biomedical Engineering, Face Modelling, Medical Imaging, Responsible AI
Webpage Cite This Plain Text

Shuang Chen, Amir Atapour-Abarghouei, Edmond S. L. Ho and Hubert P. H. Shum, "INCLG: Inpainting for Non-Cleft Lip Generation with a Multi-Task Image Processing Network," Software Impacts, vol. 17, pp. 100517, Elsevier, 2023.

Bibtex

@article{chen23inclg,
author={Chen, Shuang and Atapour-Abarghouei, Amir and Ho, Edmond S. L. and Shum, Hubert P. H.},
journal={Software Impacts},
title={INCLG: Inpainting for Non-Cleft Lip Generation with a Multi-Task Image Processing Network},
year={2023},
volume={17},
pages={100517},
numpages={4},
doi={10.1016/j.simpa.2023.100517},
publisher={Elsevier},
}

RIS

TY  - JOUR
AU  - Chen, Shuang
AU  - Atapour-Abarghouei, Amir
AU  - Ho, Edmond S. L.
AU  - Shum, Hubert P. H.
T2  - Software Impacts
TI  - INCLG: Inpainting for Non-Cleft Lip Generation with a Multi-Task Image Processing Network
PY  - 2023
VL  - 17
SP  - 100517
EP  - 100517
DO  - 10.1016/j.simpa.2023.100517
PB  - Elsevier
ER  -

Paper CodeOcean GitHub

A Mixed Reality Training System for Hand-Object Interaction in Simulated Microgravity Environments Core A* Conference^‡
Proceedings of the 2023 IEEE International Symposium on Mixed and Augmented Reality (ISMAR), 2023
Kanglei Zhou, Chen Chen, Yue Ma, Zhiying Leng, Hubert P. H. Shum, Frederick W. B. Li and Xiaohui Liang
Topics: Virtual Reality, Hands and Gestures, Air and Space
Webpage Cite This Plain Text

Kanglei Zhou, Chen Chen, Yue Ma, Zhiying Leng, Hubert P. H. Shum, Frederick W. B. Li and Xiaohui Liang, "A Mixed Reality Training System for Hand-Object Interaction in Simulated Microgravity Environments," in ISMAR '23: Proceedings of the 2023 IEEE International Symposium on Mixed and Augmented Reality, pp. 167-176, Sydney, Australia, IEEE, Oct 2023.

Bibtex

@inproceedings{zhou23mixed,
author={Zhou, Kanglei and Chen, Chen and Ma, Yue and Leng, Zhiying and Shum, Hubert P. H. and Li, Frederick W. B. and Liang, Xiaohui},
booktitle={Proceedings of the 2023 IEEE International Symposium on Mixed and Augmented Reality},
series={ISMAR '23},
title={A Mixed Reality Training System for Hand-Object Interaction in Simulated Microgravity Environments},
year={2023},
month={10},
pages={167--176},
numpages={10},
doi={10.1109/ISMAR59233.2023.00031},
publisher={IEEE},
location={Sydney, Australia},
}

RIS

TY  - CONF
AU  - Zhou, Kanglei
AU  - Chen, Chen
AU  - Ma, Yue
AU  - Leng, Zhiying
AU  - Shum, Hubert P. H.
AU  - Li, Frederick W. B.
AU  - Liang, Xiaohui
T2  - Proceedings of the 2023 IEEE International Symposium on Mixed and Augmented Reality
TI  - A Mixed Reality Training System for Hand-Object Interaction in Simulated Microgravity Environments
PY  - 2023
Y1  - 10 2023
SP  - 167
EP  - 176
DO  - 10.1109/ISMAR59233.2023.00031
PB  - IEEE
ER  -

Paper YouTube

A Skeleton-Aware Graph Convolutional Network for Human-Object Interaction Detection
Proceedings of the 2022 IEEE International Conference on Systems, Man, and Cybernetics (SMC), 2022
Manli Zhu, Edmond S. L. Ho and Hubert P. H. Shum
Topics: Interaction Modelling, Action Recognition
Webpage Cite This Plain Text

Manli Zhu, Edmond S. L. Ho and Hubert P. H. Shum, "A Skeleton-Aware Graph Convolutional Network for Human-Object Interaction Detection," in SMC '22: Proceedings of the 2022 IEEE International Conference on Systems, Man, and Cybernetics, pp. 275-281, Prague, Czech Republic, IEEE, Oct 2022.

Bibtex

@inproceedings{zhu22skeleton,
author={Zhu, Manli and Ho, Edmond S. L. and Shum, Hubert P. H.},
booktitle={Proceedings of the 2022 IEEE International Conference on Systems, Man, and Cybernetics},
series={SMC '22},
title={A Skeleton-Aware Graph Convolutional Network for Human-Object Interaction Detection},
year={2022},
month={10},
pages={275--281},
numpages={7},
doi={10.1109/SMC53654.2022.9945149},
publisher={IEEE},
location={Prague, Czech Republic},
}

RIS

TY  - CONF
AU  - Zhu, Manli
AU  - Ho, Edmond S. L.
AU  - Shum, Hubert P. H.
T2  - Proceedings of the 2022 IEEE International Conference on Systems, Man, and Cybernetics
TI  - A Skeleton-Aware Graph Convolutional Network for Human-Object Interaction Detection
PY  - 2022
Y1  - 10 2022
SP  - 275
EP  - 281
DO  - 10.1109/SMC53654.2022.9945149
PB  - IEEE
ER  -

Paper

Image Editing Based Data Augmentation for Illumination-Insensitive Background Subtraction REF 2021 Submitted Output Impact Factor: 7.4^† Top 10% Journal in Information Science & Library Science^†
Journal of Enterprise Information Management (JEIM), 2020
Dimitrios Sakkos, Edmond S. L. Ho, Hubert P. H. Shum and Garry Elvin
Topics: Surveillance
Webpage Cite This Plain Text

Dimitrios Sakkos, Edmond S. L. Ho, Hubert P. H. Shum and Garry Elvin, "Image Editing Based Data Augmentation for Illumination-Insensitive Background Subtraction," Journal of Enterprise Information Management, Emerald Publishing Limited, 2020.

Bibtex

@article{sakkos20image,
author={Sakkos, Dimitrios and Ho, Edmond S. L. and Shum, Hubert P. H. and Elvin, Garry},
journal={Journal of Enterprise Information Management},
title={Image Editing Based Data Augmentation for Illumination-Insensitive Background Subtraction},
year={2020},
doi={10.1108/JEIM-02-2020-0042},
issn={1741-0398},
publisher={Emerald Publishing Limited},
}

RIS

TY  - JOUR
AU  - Sakkos, Dimitrios
AU  - Ho, Edmond S. L.
AU  - Shum, Hubert P. H.
AU  - Elvin, Garry
T2  - Journal of Enterprise Information Management
TI  - Image Editing Based Data Augmentation for Illumination-Insensitive Background Subtraction
PY  - 2020
DO  - 10.1108/JEIM-02-2020-0042
SN  - 1741-0398
PB  - Emerald Publishing Limited
ER  -

Paper GitHub

Foreground-Aware Dense Depth Estimation for 360 Images
Journal of WSCG - Proceedings of the 2020 International Conferences in Central Europe on Computer Graphics, Visualization and Computer Vision (WSCG), 2020
Qi Feng, Hubert P. H. Shum and Shigeo Morishima
Topics: 3D Reconstruction, Environment Sensing, Video Analysis
Webpage Cite This Plain Text

Qi Feng, Hubert P. H. Shum and Shigeo Morishima, "Foreground-Aware Dense Depth Estimation for 360 Images," Journal of WSCG, vol. 28, no. 1--2, pp. 79-88, Plzen, Czech Republic, May 2020.

Bibtex

@article{feng20foreground,
author={Feng, Qi and Shum, Hubert P. H. and Morishima, Shigeo},
journal={Journal of WSCG},
title={Foreground-Aware Dense Depth Estimation for 360 Images},
year={2020},
month={5},
volume={28},
number={1--2},
pages={79--88},
numpages={10},
doi={10.24132/JWSCG.2020.28.10},
issn={1213-6972},
location={Plzen, Czech Republic},
}

RIS

TY  - JOUR
AU  - Feng, Qi
AU  - Shum, Hubert P. H.
AU  - Morishima, Shigeo
T2  - Journal of WSCG
TI  - Foreground-Aware Dense Depth Estimation for 360 Images
PY  - 2020
Y1  - 5 2020
VL  - 28
IS  - 1--2
SP  - 79
EP  - 88
DO  - 10.24132/JWSCG.2020.28.10
SN  - 1213-6972
ER  -

Paper Supplementary Material YouTube

A Generic Framework for Editing and Synthesizing Multimodal Data with Relative Emotion Strength
Computer Animation and Virtual Worlds (CAVW), 2019
Jacky C. P. Chan, Hubert P. H. Shum, He Wang, Li Yi, Wei Wei and Edmond S. L. Ho
Topics: Character Animation, Face Modelling
Webpage Cite This Plain Text

Jacky C. P. Chan, Hubert P. H. Shum, He Wang, Li Yi, Wei Wei and Edmond S. L. Ho, "A Generic Framework for Editing and Synthesizing Multimodal Data with Relative Emotion Strength," Computer Animation and Virtual Worlds, vol. 30, no. 6, pp. e1871, John Wiley and Sons Ltd., 2019.

Bibtex

@article{chan19generic,
author={Chan, Jacky C. P. and Shum, Hubert P. H. and Wang, He and Yi, Li and Wei, Wei and Ho, Edmond S. L.},
journal={Computer Animation and Virtual Worlds},
title={A Generic Framework for Editing and Synthesizing Multimodal Data with Relative Emotion Strength},
year={2019},
volume={30},
number={6},
pages={e1871},
numpages={20},
doi={10.1002/cav.1871},
publisher={John Wiley and Sons Ltd.},
Address={Chichester, UK},
}

RIS

TY  - JOUR
AU  - Chan, Jacky C. P.
AU  - Shum, Hubert P. H.
AU  - Wang, He
AU  - Yi, Li
AU  - Wei, Wei
AU  - Ho, Edmond S. L.
T2  - Computer Animation and Virtual Worlds
TI  - A Generic Framework for Editing and Synthesizing Multimodal Data with Relative Emotion Strength
PY  - 2019
VL  - 30
IS  - 6
SP  - e1871
EP  - e1871
DO  - 10.1002/cav.1871
PB  - John Wiley and Sons Ltd.
ER  -

Paper YouTube

Biofeedback Assessment for Older People with Balance Impairment using a Low-Cost Balance Board
Proceedings of the 2017 Global Wireless Summit (GWS), 2017
Worasak Rueangsirarak, Chayuti Mekurai, Hubert P. H. Shum, Surapong Uttama, Roungsan Chaisricharoen and Kitchana Kaewkaen
Topics: Biomedical Engineering, Motion Analysis
Webpage Cite This Plain Text

Worasak Rueangsirarak, Chayuti Mekurai, Hubert P. H. Shum, Surapong Uttama, Roungsan Chaisricharoen and Kitchana Kaewkaen, "Biofeedback Assessment for Older People with Balance Impairment using a Low-Cost Balance Board," in GWS '17: Proceedings of the 2017 Global Wireless Summit, pp. 64-69, Cape Town, South Africa, Oct 2017.

Bibtex

@inproceedings{mekurai17biofeedback,
author={Rueangsirarak, Worasak and Mekurai, Chayuti and Shum, Hubert P. H. and Uttama, Surapong and Chaisricharoen, Roungsan and Kaewkaen, Kitchana},
booktitle={Proceedings of the 2017 Global Wireless Summit},
series={GWS '17},
title={Biofeedback Assessment for Older People with Balance Impairment using a Low-Cost Balance Board},
year={2017},
month={10},
pages={64--69},
numpages={6},
doi={10.1109/GWS.2017.8300483},
location={Cape Town, South Africa},
}

RIS

TY  - CONF
AU  - Rueangsirarak, Worasak
AU  - Mekurai, Chayuti
AU  - Shum, Hubert P. H.
AU  - Uttama, Surapong
AU  - Chaisricharoen, Roungsan
AU  - Kaewkaen, Kitchana
T2  - Proceedings of the 2017 Global Wireless Summit
TI  - Biofeedback Assessment for Older People with Balance Impairment using a Low-Cost Balance Board
PY  - 2017
Y1  - 10 2017
SP  - 64
EP  - 69
DO  - 10.1109/GWS.2017.8300483
ER  -

Paper

MxT: Mamba x Transformer for Image Inpainting H5-Index: 65^#
Proceedings of the 2024 British Machine Vision Conference (BMVC), 2024
Shuang Chen, Amir Atapour-Abarghouei, Haozheng Zhang and Hubert P. H. Shum
Topics:
Webpage Cite This Plain Text

Shuang Chen, Amir Atapour-Abarghouei, Haozheng Zhang and Hubert P. H. Shum, "MxT: Mamba x Transformer for Image Inpainting," in BMVC '24: Proceedings of the 2024 British Machine Vision Conference, Glasgow, UK, 2024.

Bibtex

@inproceedings{chen24mxt,
author={Chen, Shuang and Atapour-Abarghouei, Amir and Zhang, Haozheng and Shum, Hubert P. H.},
booktitle={Proceedings of the 2024 British Machine Vision Conference},
series={BMVC '24},
title={MxT: Mamba x Transformer for Image Inpainting},
year={2024},
location={Glasgow, UK},
}

RIS

TY  - CONF
AU  - Chen, Shuang
AU  - Atapour-Abarghouei, Amir
AU  - Zhang, Haozheng
AU  - Shum, Hubert P. H.
T2  - Proceedings of the 2024 British Machine Vision Conference
TI  - MxT: Mamba x Transformer for Image Inpainting
PY  - 2024
ER  -

Paper GitHub YouTube

A Comprehensive Survey of Action Quality Assessment: Method and Benchmark
arXiv Preprint, 2024
Kanglei Zhou, Ruizhi Cai, Liyuan Wang, Hubert P. H. Shum and Xiaohui Liang
Topics: Motion Analysis, Video Analysis, Literature Review
Webpage Cite This Plain Text

Kanglei Zhou, Ruizhi Cai, Liyuan Wang, Hubert P. H. Shum and Xiaohui Liang, "A Comprehensive Survey of Action Quality Assessment: Method and Benchmark," arXiv preprint arXiv:2412.11149, 2024.

Bibtex

@article{zhou24comprehensive,
author={Zhou, Kanglei and Cai, Ruizhi and Wang, Liyuan and Shum, Hubert P. H. and Liang, Xiaohui},
journal={arXiv},
title={A Comprehensive Survey of Action Quality Assessment: Method and Benchmark},
year={2024},
numpages={20},
eprint={arXiv:2412.11149},
archivePrefix={arXiv},
primaryClass={cs.CV},
doi={10.48550/arXiv.2412.11149},
url={https://arxiv.org/abs/2412.11149},
}

RIS

TY  - Preprint
AU  - Zhou, Kanglei
AU  - Cai, Ruizhi
AU  - Wang, Liyuan
AU  - Shum, Hubert P. H.
AU  - Liang, Xiaohui
JO  - arXiv preprints
SP  - arXiv:2412.11149
KW  - cs.CV
TI  - A Comprehensive Survey of Action Quality Assessment: Method and Benchmark
PY  - 2024
DO  - 10.48550/arXiv.2412.11149
ER  -

Multi-Task Deep Learning with Optical Flow Features for Self-Driving Cars Impact Factor: 2.3^†
IET Intelligent Transport Systems (ITS), 2020
Yuan Hu, Hubert P. H. Shum and Edmond S. L. Ho
Topics: Robotics, Video Analysis
Webpage Cite This Plain Text

Yuan Hu, Hubert P. H. Shum and Edmond S. L. Ho, "Multi-Task Deep Learning with Optical Flow Features for Self-Driving Cars," IET Intelligent Transport Systems, vol. 14, no. 13, pp. 1845-1854, Institution of Engineering and Technology, 2020.

Bibtex

@article{hu21multitask,
author={Hu, Yuan and Shum, Hubert P. H. and Ho, Edmond S. L.},
journal={IET Intelligent Transport Systems},
title={Multi-Task Deep Learning with Optical Flow Features for Self-Driving Cars},
year={2020},
volume={14},
number={13},
pages={1845--1854},
numpages={10},
doi={10.1049/iet-its.2020.0439},
issn={1751-956X},
publisher={Institution of Engineering and Technology},
}

RIS

TY  - JOUR
AU  - Hu, Yuan
AU  - Shum, Hubert P. H.
AU  - Ho, Edmond S. L.
T2  - IET Intelligent Transport Systems
TI  - Multi-Task Deep Learning with Optical Flow Features for Self-Driving Cars
PY  - 2020
VL  - 14
IS  - 13
SP  - 1845
EP  - 1854
DO  - 10.1049/iet-its.2020.0439
SN  - 1751-956X
PB  - Institution of Engineering and Technology
ER  -

Paper

NETIVAR: NETwork Information Visualization Based on Augmented Reality
Proceedings of the 2018 International Conference on Software, Knowledge, Information Management and Applications (SKIMA), 2018
Christopher Flinton, Philip Anderson, Hubert P. H. Shum and Edmond S. L. Ho
Topics: Virtual Reality
Webpage Cite This Plain Text

Christopher Flinton, Philip Anderson, Hubert P. H. Shum and Edmond S. L. Ho, "NETIVAR: NETwork Information Visualization Based on Augmented Reality," in SKIMA '18: Proceedings of the 2018 International Conference on Software, Knowledge, Information Management and Applications, pp. 1-8, Phnom Penh, Cambodia, IEEE, Dec 2018.

Bibtex

@inproceedings{flinton18netivar,
author={Flinton, Christopher and Anderson, Philip and Shum, Hubert P. H. and Ho, Edmond S. L.},
booktitle={Proceedings of the 2018 International Conference on Software, Knowledge, Information Management and Applications},
series={SKIMA '18},
title={NETIVAR: NETwork Information Visualization Based on Augmented Reality},
year={2018},
month={12},
pages={1--8},
numpages={8},
doi={10.1109/SKIMA.2018.8631530},
issn={2573-3214},
publisher={IEEE},
location={Phnom Penh, Cambodia},
}

RIS

TY  - CONF
AU  - Flinton, Christopher
AU  - Anderson, Philip
AU  - Shum, Hubert P. H.
AU  - Ho, Edmond S. L.
T2  - Proceedings of the 2018 International Conference on Software, Knowledge, Information Management and Applications
TI  - NETIVAR: NETwork Information Visualization Based on Augmented Reality
PY  - 2018
Y1  - 12 2018
SP  - 1
EP  - 8
DO  - 10.1109/SKIMA.2018.8631530
SN  - 2573-3214
PB  - IEEE
ER  -

Paper GitHub YouTube

Saliency-Informed Spatio-Temporal Vector of Locally Aggregated Descriptors and Fisher Vectors for Visual Action Recognition
Proceedings of the 2018 British Machine Vision Conference Workshop on Image Analysis for Human Facial and Activity Recognition (IAHFAR), 2018
Zheming Zuo, Daniel Organisciak, Hubert P. H. Shum and Longzhi Yang
Topics: Action Recognition
Webpage Cite This Plain Text

Zheming Zuo, Daniel Organisciak, Hubert P. H. Shum and Longzhi Yang, "Saliency-Informed Spatio-Temporal Vector of Locally Aggregated Descriptors and Fisher Vectors for Visual Action Recognition," in IAHFAR '18: Proceedings of the 2018 British Machine Vision Conference Workshop on Image Analysis for Human Facial and Activity Recognition, Newcastle upon Tyne, UK, Sep 2018.

Bibtex

@inproceedings{zuo18saliency,
author={Zuo, Zheming and Organisciak, Daniel and Shum, Hubert P. H. and Yang, Longzhi},
booktitle={Proceedings of the 2018 British Machine Vision Conference Workshop on Image Analysis for Human Facial and Activity Recognition},
series={IAHFAR '18},
title={Saliency-Informed Spatio-Temporal Vector of Locally Aggregated Descriptors and Fisher Vectors for Visual Action Recognition},
year={2018},
month={9},
numpages={11},
location={Newcastle upon Tyne, UK},
}

RIS

TY  - CONF
AU  - Zuo, Zheming
AU  - Organisciak, Daniel
AU  - Shum, Hubert P. H.
AU  - Yang, Longzhi
T2  - Proceedings of the 2018 British Machine Vision Conference Workshop on Image Analysis for Human Facial and Activity Recognition
TI  - Saliency-Informed Spatio-Temporal Vector of Locally Aggregated Descriptors and Fisher Vectors for Visual Action Recognition
PY  - 2018
Y1  - 9 2018
ER  -

Paper

Temporal Clustering of Motion Capture Data with Optimal Partitioning
Proceedings of the 2016 International Conference on Virtual-Reality Continuum and its Applications in Industry (VRCAI), 2016
Yang Yang, Huiwen Bian, Hubert P. H. Shum, Nauman Aslam and Lanling Zeng
Topics: Action Recognition
Webpage Cite This Plain Text

Yang Yang, Huiwen Bian, Hubert P. H. Shum, Nauman Aslam and Lanling Zeng, "Temporal Clustering of Motion Capture Data with Optimal Partitioning," in VRCAI '16: Proceedings of the 2016 International Conference on Virtual-Reality Continuum and its Applications in Industry, pp. 479-482, Zhuhai, China, ACM, Dec 2016.

Bibtex

@inproceedings{yang16temporal,
author={Yang, Yang and Bian, Huiwen and Shum, Hubert P. H. and Aslam, Nauman and Zeng, Lanling},
booktitle={Proceedings of the 2016 International Conference on Virtual-Reality Continuum and its Applications in Industry},
series={VRCAI '16},
title={Temporal Clustering of Motion Capture Data with Optimal Partitioning},
year={2016},
month={12},
pages={479--482},
numpages={4},
doi={10.1145/3013971.3014019},
isbn={978-1-4503-4692-4},
publisher={ACM},
Address={New York, NY, USA},
location={Zhuhai, China},
}

RIS

TY  - CONF
AU  - Yang, Yang
AU  - Bian, Huiwen
AU  - Shum, Hubert P. H.
AU  - Aslam, Nauman
AU  - Zeng, Lanling
T2  - Proceedings of the 2016 International Conference on Virtual-Reality Continuum and its Applications in Industry
TI  - Temporal Clustering of Motion Capture Data with Optimal Partitioning
PY  - 2016
Y1  - 12 2016
SP  - 479
EP  - 482
DO  - 10.1145/3013971.3014019
SN  - 978-1-4503-4692-4
PB  - ACM
ER  -

Paper

Generating Realistic Fighting Scenes by Game Tree
Proceedings of the 2006 ACM SIGGRAPH/Eurographics Symposium on Computer Animation (SCA) Posters, 2006
Hubert P. H. Shum and Taku Komura
Topics: Character Animation, Interaction Modelling
Webpage Cite This Plain Text

Hubert P. H. Shum and Taku Komura, "Generating Realistic Fighting Scenes by Game Tree," in SCA '06: Proceedings of the 2006 ACM SIGGRAPH/Eurographics Symposium on Computer Animation, Vienna, Austria, Eurographics Association, Sep 2006.

Bibtex

@inproceedings{shum06generating,
author={Shum, Hubert P. H. and Komura, Taku},
booktitle={Proceedings of the 2006 ACM SIGGRAPH/Eurographics Symposium on Computer Animation},
series={SCA '06},
title={Generating Realistic Fighting Scenes by Game Tree},
year={2006},
month={9},
numpages={2},
isbn={3-905673-34-7},
publisher={Eurographics Association},
Address={Aire-la-Ville, Switzerland, Switzerland},
location={Vienna, Austria},
}

RIS

TY  - CONF
AU  - Shum, Hubert P. H.
AU  - Komura, Taku
T2  - Proceedings of the 2006 ACM SIGGRAPH/Eurographics Symposium on Computer Animation
TI  - Generating Realistic Fighting Scenes by Game Tree
PY  - 2006
Y1  - 9 2006
SN  - 3-905673-34-7
PB  - Eurographics Association
ER  -

Paper YouTube

Pose-Based Tremor Type and Level Analysis for Parkinson’s Disease from Video Impact Factor: 2.3^†
International Journal of Computer Assisted Radiology and Surgery (IJCARS), 2024
Haozheng Zhang, Edmond S. L. Ho, Francis Xiatian Zhang, Silvia Del Din and Hubert P. H. Shum
Topics: Biomedical Engineering, Motion Analysis, Video Analysis, Healthcare Diagnosis, Responsible AI
Webpage Cite This Plain Text

Haozheng Zhang, Edmond S. L. Ho, Francis Xiatian Zhang, Silvia Del Din and Hubert P. H. Shum, "Pose-Based Tremor Type and Level Analysis for Parkinson’s Disease from Video," International Journal of Computer Assisted Radiology and Surgery, vol. 19, pp. 831-840, Springer, 2024.

Bibtex

@article{zhang24pose,
author={Zhang, Haozheng and Ho, Edmond S. L. and Zhang, Francis Xiatian and Din, Silvia Del and Shum, Hubert P. H.},
journal={International Journal of Computer Assisted Radiology and Surgery},
title={Pose-Based Tremor Type and Level Analysis for Parkinson’s Disease from Video},
year={2024},
volume={19},
pages={831--840},
numpages={10},
doi={10.1007/s11548-023-03052-4},
issn={1861-6429},
publisher={Springer},
}

RIS

TY  - JOUR
AU  - Zhang, Haozheng
AU  - Ho, Edmond S. L.
AU  - Zhang, Francis Xiatian
AU  - Din, Silvia Del
AU  - Shum, Hubert P. H.
T2  - International Journal of Computer Assisted Radiology and Surgery
TI  - Pose-Based Tremor Type and Level Analysis for Parkinson’s Disease from Video
PY  - 2024
VL  - 19
SP  - 831
EP  - 840
DO  - 10.1007/s11548-023-03052-4
SN  - 1861-6429
PB  - Springer
ER  -

Paper

Advancing Healthcare Practice and Education via Data Sharing: Demonstrating the Utility of Open Data by Training an Artificial Intelligence Model to Assess Cardiopulmonary Resuscitation Skills Impact Factor: 3.0^† Top 25% Journal in Education & Educational Research^†
Advances in Health Sciences Education (AHSE), 2024
Merryn D. Constable, Francis Xiatian Zhang, Tony Conner, Daniel Monk, Jason Rajsic, Claire Ford, Laura Jillian Park, Alan Platt, Debra Porteous, Lawrence Grierson and Hubert P. H. Shum
Topics: Motion Analysis, Datasets, Biomedical Engineering
Webpage Cite This Plain Text

Merryn D. Constable, Francis Xiatian Zhang, Tony Conner, Daniel Monk, Jason Rajsic, Claire Ford, Laura Jillian Park, Alan Platt, Debra Porteous, Lawrence Grierson and Hubert P. H. Shum, "Advancing Healthcare Practice and Education via Data Sharing: Demonstrating the Utility of Open Data by Training an Artificial Intelligence Model to Assess Cardiopulmonary Resuscitation Skills," Advances in Health Sciences Education, Springer, 2024.

Bibtex

@article{constable24advancing,
author={Constable, Merryn D. and Zhang, Francis Xiatian and Conner, Tony and Monk, Daniel and Rajsic, Jason and Ford, Claire and Park, Laura Jillian and Platt, Alan and Porteous, Debra and Grierson, Lawrence and Shum, Hubert P. H.},
journal={Advances in Health Sciences Education},
title={Advancing Healthcare Practice and Education via Data Sharing: Demonstrating the Utility of Open Data by Training an Artificial Intelligence Model to Assess Cardiopulmonary Resuscitation Skills},
year={2024},
doi={10.1007/s10459-024-10369-5},
issn={1573-1677},
publisher={Springer},
}

RIS

TY  - JOUR
AU  - Constable, Merryn D.
AU  - Zhang, Francis Xiatian
AU  - Conner, Tony
AU  - Monk, Daniel
AU  - Rajsic, Jason
AU  - Ford, Claire
AU  - Park, Laura Jillian
AU  - Platt, Alan
AU  - Porteous, Debra
AU  - Grierson, Lawrence
AU  - Shum, Hubert P. H.
T2  - Advances in Health Sciences Education
TI  - Advancing Healthcare Practice and Education via Data Sharing: Demonstrating the Utility of Open Data by Training an Artificial Intelligence Model to Assess Cardiopulmonary Resuscitation Skills
PY  - 2024
DO  - 10.1007/s10459-024-10369-5
SN  - 1573-1677
PB  - Springer
ER  -

Paper Dataset

Bi-Projection Based Foreground-Aware Omnidirectional Depth Prediction
Proceedings of the 2021 Visual Computing (VC), 2021
Qi Feng, Hubert P. H. Shum and Shigeo Morishima
Topics: 3D Reconstruction, Environment Sensing, Video Analysis
Webpage Cite This Plain Text

Qi Feng, Hubert P. H. Shum and Shigeo Morishima, "Bi-Projection Based Foreground-Aware Omnidirectional Depth Prediction," in VC '21: Proceedings of the 2021 Visual Computing, Sep 2021.

Bibtex

@inproceedings{feng21biprojection,
author={Feng, Qi and Shum, Hubert P. H. and Morishima, Shigeo},
booktitle={Proceedings of the 2021 Visual Computing},
series={VC '21},
title={Bi-Projection Based Foreground-Aware Omnidirectional Depth Prediction},
year={2021},
month={9},
numpages={6},
}

RIS

TY  - CONF
AU  - Feng, Qi
AU  - Shum, Hubert P. H.
AU  - Morishima, Shigeo
T2  - Proceedings of the 2021 Visual Computing
TI  - Bi-Projection Based Foreground-Aware Omnidirectional Depth Prediction
PY  - 2021
Y1  - 9 2021
ER  -

Paper

3D Car Shape Reconstruction from a Single Sketch Image Best Poster Award
Proceedings of the 2019 ACM SIGGRAPH Conference on Motion, Interaction and Games (MIG) Posters, 2019
Naoki Nozawa, Hubert P. H. Shum, Edmond S. L. Ho and Shigeo Morishima
Topics: 3D Reconstruction, Surface Modelling
Webpage Cite This Plain Text

Naoki Nozawa, Hubert P. H. Shum, Edmond S. L. Ho and Shigeo Morishima, "3D Car Shape Reconstruction from a Single Sketch Image," in MIG '19: Proceedings of the 2019 ACM SIGGRAPH Conference on Motion, Interaction and Games, pp. 37:1-37:2, Newcastle upon Tyne, UK, ACM, Oct 2019.

Bibtex

@inproceedings{nozawa193dcar,
author={Nozawa, Naoki and Shum, Hubert P. H. and Ho, Edmond S. L. and Morishima, Shigeo},
booktitle={Proceedings of the 2019 ACM SIGGRAPH Conference on Motion, Interaction and Games},
series={MIG '19},
title={3D Car Shape Reconstruction from a Single Sketch Image},
year={2019},
month={10},
pages={37:1--37:2},
numpages={2},
doi={10.1145/3359566.3364693},
isbn={978-1-4503-6994-7},
publisher={ACM},
Address={New York, NY, USA},
location={Newcastle upon Tyne, UK},
}

RIS

TY  - CONF
AU  - Nozawa, Naoki
AU  - Shum, Hubert P. H.
AU  - Ho, Edmond S. L.
AU  - Morishima, Shigeo
T2  - Proceedings of the 2019 ACM SIGGRAPH Conference on Motion, Interaction and Games
TI  - 3D Car Shape Reconstruction from a Single Sketch Image
PY  - 2019
Y1  - 10 2019
SP  - 37:1
EP  - 37:2
DO  - 10.1145/3359566.3364693
SN  - 978-1-4503-6994-7
PB  - ACM
ER  -

Paper

Prior-Less 3D Human Shape Reconstruction with an Earth Mover's Distance Informed CNN
Proceedings of the 2019 ACM SIGGRAPH Conference on Motion, Interaction and Games (MIG) Posters, 2019
Jingtian Zhang, Hubert P. H. Shum, Kevin D. McCay and Edmond S. L. Ho
Topics: 3D Reconstruction, Surface Modelling
Webpage Cite This Plain Text

Jingtian Zhang, Hubert P. H. Shum, Kevin D. McCay and Edmond S. L. Ho, "Prior-Less 3D Human Shape Reconstruction with an Earth Mover's Distance Informed CNN," in MIG '19: Proceedings of the 2019 ACM SIGGRAPH Conference on Motion, Interaction and Games, pp. 44:1-44:2, Newcastle upon Tyne, UK, ACM, Oct 2019.

Bibtex

@inproceedings{zhang19priorless,
author={Zhang, Jingtian and Shum, Hubert P. H. and McCay, Kevin D. and Ho, Edmond S. L.},
booktitle={Proceedings of the 2019 ACM SIGGRAPH Conference on Motion, Interaction and Games},
series={MIG '19},
title={Prior-Less 3D Human Shape Reconstruction with an Earth Mover's Distance Informed CNN},
year={2019},
month={10},
pages={44:1--44:2},
numpages={2},
doi={10.1145/3359566.3364694},
isbn={978-1-4503-6994-7},
publisher={ACM},
Address={New York, NY, USA},
location={Newcastle upon Tyne, UK},
}

RIS

TY  - CONF
AU  - Zhang, Jingtian
AU  - Shum, Hubert P. H.
AU  - McCay, Kevin D.
AU  - Ho, Edmond S. L.
T2  - Proceedings of the 2019 ACM SIGGRAPH Conference on Motion, Interaction and Games
TI  - Prior-Less 3D Human Shape Reconstruction with an Earth Mover's Distance Informed CNN
PY  - 2019
Y1  - 10 2019
SP  - 44:1
EP  - 44:2
DO  - 10.1145/3359566.3364694
SN  - 978-1-4503-6994-7
PB  - ACM
ER  -

Paper

High Quality Compatible Triangulations for Planar Shape Animation
Proceedings of the 2017 ACM SIGGRAPH Asia Workshop on Data-Driven Animation Techniques (D2AT), 2017
Zhiguang Liu, Howard Leung, Liuyang Zhou, Franck Multon and Hubert P. H. Shum
Topics:
Webpage Cite This Plain Text

Zhiguang Liu, Howard Leung, Liuyang Zhou, Franck Multon and Hubert P. H. Shum, "High Quality Compatible Triangulations for Planar Shape Animation," in D2AT '17: Proceedings of the 2017 ACM SIGGRAPH Asia Workshop on Data-Driven Animation Techniques, Bangkok, Thailand, Nov 2017.

Bibtex

@inproceedings{liu17highquality,
author={Liu, Zhiguang and Leung, Howard and Zhou, Liuyang and Multon, Franck and Shum, Hubert P. H.},
booktitle={Proceedings of the 2017 ACM SIGGRAPH Asia Workshop on Data-Driven Animation Techniques},
series={D2AT '17},
title={High Quality Compatible Triangulations for Planar Shape Animation},
year={2017},
month={11},
numpages={8},
location={Bangkok, Thailand},
}

RIS

TY  - CONF
AU  - Liu, Zhiguang
AU  - Leung, Howard
AU  - Zhou, Liuyang
AU  - Multon, Franck
AU  - Shum, Hubert P. H.
T2  - Proceedings of the 2017 ACM SIGGRAPH Asia Workshop on Data-Driven Animation Techniques
TI  - High Quality Compatible Triangulations for Planar Shape Animation
PY  - 2017
Y1  - 11 2017
ER  -

Paper YouTube

Depth Sensor Based Facial and Body Animation Control
Book Chapter: Handbook of Human Motion, 2016
Yijun Shen, Jingtian Zhang, Longzhi Yang and Hubert P. H. Shum
Topics: Character Animation, Face Modelling, Environment Sensing, Literature Review
Webpage Cite This Plain Text

Yijun Shen, Jingtian Zhang, Longzhi Yang and Hubert P. H. Shum, "Depth Sensor Based Facial and Body Animation Control," in Handbook of Human Motion, Springer International Publishing, 2016.

Bibtex

@incollection{shen16depth,
author={Shen, Yijun and Zhang, Jingtian and Yang, Longzhi and Shum, Hubert P. H.},
booktitle={Handbook of Human Motion},
title={Depth Sensor Based Facial and Body Animation Control},
year={2016},
numpages={16},
doi={10.1007/978-3-319-30808-1_7-1},
isbn={978-3-319-30808-1},
publisher={Springer International Publishing},
Address={Cham},
}

RIS

TY  - CHAP
AU  - Shen, Yijun
AU  - Zhang, Jingtian
AU  - Yang, Longzhi
AU  - Shum, Hubert P. H.
T2  - Handbook of Human Motion
TI  - Depth Sensor Based Facial and Body Animation Control
PY  - 2016
DO  - 10.1007/978-3-319-30808-1_7-1
SN  - 978-3-319-30808-1
PB  - Springer International Publishing
ER  -

Paper

Automatic Evaluation of Boxing Techniques from Captured Shadow Boxing Data
Proceedings of the 2007 Congress of International Society of Biomechanics (ISB), 2007
Hubert P. H. Shum, Taku Komura and Akinori Nagano
Topics: Motion Analysis
Webpage Cite This Plain Text

Hubert P. H. Shum, Taku Komura and Akinori Nagano, "Automatic Evaluation of Boxing Techniques from Captured Shadow Boxing Data," in ISB '07: Proceedings of the 2007 Congress of International Society of Biomechanics, vol. 40, pp. 277, Taipei, Taiwan, Jul 2007.

Bibtex

@inproceedings{shum07automatic,
author={Shum, Hubert P. H. and Komura, Taku and Nagano, Akinori},
booktitle={Proceedings of the 2007 Congress of International Society of Biomechanics},
series={ISB '07},
title={Automatic Evaluation of Boxing Techniques from Captured Shadow Boxing Data},
year={2007},
month={7},
volume={40},
pages={277},
numpages={1},
doi={10.1016/S0021-9290(07)70273-7},
location={Taipei, Taiwan},
}

RIS

TY  - CONF
AU  - Shum, Hubert P. H.
AU  - Komura, Taku
AU  - Nagano, Akinori
T2  - Proceedings of the 2007 Congress of International Society of Biomechanics
TI  - Automatic Evaluation of Boxing Techniques from Captured Shadow Boxing Data
PY  - 2007
Y1  - 7 2007
VL  - 40
SP  - 277
EP  - 277
DO  - 10.1016/S0021-9290(07)70273-7
ER  -

Paper YouTube

Multi-Task Spatial-Temporal Graph Auto-Encoder for Hand Motion Denoising Impact Factor: 4.7^† Top 25% Journal in Computer Science, Software Engineering^†
IEEE Transactions on Visualization and Computer Graphics (TVCG), 2024
Kanglei Zhou, Hubert P. H. Shum, Frederick W. B. Li and Xiaohui Liang
Topics: Hands and Gestures
Webpage Cite This Plain Text

Kanglei Zhou, Hubert P. H. Shum, Frederick W. B. Li and Xiaohui Liang, "Multi-Task Spatial-Temporal Graph Auto-Encoder for Hand Motion Denoising," IEEE Transactions on Visualization and Computer Graphics, IEEE, 2024.

Bibtex

@article{zhou24multitask,
author={Zhou, Kanglei and Shum, Hubert P. H. and Li, Frederick W. B. and Liang, Xiaohui},
journal={IEEE Transactions on Visualization and Computer Graphics},
title={Multi-Task Spatial-Temporal Graph Auto-Encoder for Hand Motion Denoising},
year={2024},
numpages={17},
doi={10.1109/TVCG.2023.3337868},
publisher={IEEE},
}

RIS

TY  - JOUR
AU  - Zhou, Kanglei
AU  - Shum, Hubert P. H.
AU  - Li, Frederick W. B.
AU  - Liang, Xiaohui
T2  - IEEE Transactions on Visualization and Computer Graphics
TI  - Multi-Task Spatial-Temporal Graph Auto-Encoder for Hand Motion Denoising
PY  - 2024
DO  - 10.1109/TVCG.2023.3337868
PB  - IEEE
ER  -

Paper GitHub YouTube

Geometric Features Enhanced Human-Object Interaction Detection Impact Factor: 5.6^† Top 25% Journal in Engineering, Electrical & Electronic^†
IEEE Transactions on Instrumentation and Measurement (TIM), 2024
Manli Zhu, Edmond S. L. Ho, Shuang Chen, Longzhi Yang and Hubert P. H. Shum
Topics: Interaction Modelling, Action Recognition
Webpage Cite This Plain Text

Manli Zhu, Edmond S. L. Ho, Shuang Chen, Longzhi Yang and Hubert P. H. Shum, "Geometric Features Enhanced Human-Object Interaction Detection," IEEE Transactions on Instrumentation and Measurement, vol. 73, IEEE, 2024.

Bibtex

@article{zhu24geometric,
author={Zhu, Manli and Ho, Edmond S. L. and Chen, Shuang and Yang, Longzhi and Shum, Hubert P. H.},
journal={IEEE Transactions on Instrumentation and Measurement},
title={Geometric Features Enhanced Human-Object Interaction Detection},
year={2024},
volume={73},
numpages={14},
doi={10.1109/TIM.2024.3427800},
issn={0018-9456},
publisher={IEEE},
}

RIS

TY  - JOUR
AU  - Zhu, Manli
AU  - Ho, Edmond S. L.
AU  - Chen, Shuang
AU  - Yang, Longzhi
AU  - Shum, Hubert P. H.
T2  - IEEE Transactions on Instrumentation and Measurement
TI  - Geometric Features Enhanced Human-Object Interaction Detection
PY  - 2024
VL  - 73
DO  - 10.1109/TIM.2024.3427800
SN  - 0018-9456
PB  - IEEE
ER  -

Paper Supplementary Material GitHub

TraIL-Det: Transformation-Invariant Local Feature Networks for 3D LiDAR Object Detection with Unsupervised Pre-Training H5-Index: 65^#
Proceedings of the 2024 British Machine Vision Conference (BMVC), 2024
Li Li, Tanqiu Qiao, Hubert P. H. Shum and Toby P. Breckon
Topics: Environment Sensing
Webpage Cite This Plain Text

Li Li, Tanqiu Qiao, Hubert P. H. Shum and Toby P. Breckon, "TraIL-Det: Transformation-Invariant Local Feature Networks for 3D LiDAR Object Detection with Unsupervised Pre-Training," in BMVC '24: Proceedings of the 2024 British Machine Vision Conference, Glasgow, UK, 2024.

Bibtex

@inproceedings{li24traildet,
author={Li, Li and Qiao, Tanqiu and Shum, Hubert P. H. and Breckon, Toby P.},
booktitle={Proceedings of the 2024 British Machine Vision Conference},
series={BMVC '24},
title={TraIL-Det: Transformation-Invariant Local Feature Networks for 3D LiDAR Object Detection with Unsupervised Pre-Training},
year={2024},
location={Glasgow, UK},
}

RIS

TY  - CONF
AU  - Li, Li
AU  - Qiao, Tanqiu
AU  - Shum, Hubert P. H.
AU  - Breckon, Toby P.
T2  - Proceedings of the 2024 British Machine Vision Conference
TI  - TraIL-Det: Transformation-Invariant Local Feature Networks for 3D LiDAR Object Detection with Unsupervised Pre-Training
PY  - 2024
ER  -

Paper Supplementary Material

From Category to Scenery: An End-to-End Framework for Multi-Person Human-Object Interaction Recognition in Videos H5-Index: 56^#
Proceedings of the 2024 International Conference on Pattern Recognition (ICPR), 2024
Tanqiu Qiao, Ruochen Li, Frederick W. B. Li and Hubert P. H. Shum
Topics: Interaction Modelling, Action Recognition, Video Analysis
Webpage Cite This Plain Text

Tanqiu Qiao, Ruochen Li, Frederick W. B. Li and Hubert P. H. Shum, "From Category to Scenery: An End-to-End Framework for Multi-Person Human-Object Interaction Recognition in Videos," in ICPR '24: Proceedings of the 2024 International Conference on Pattern Recognition, Kolkata, India, 2024.

Bibtex

@inproceedings{qiao24from,
author={Qiao, Tanqiu and Li, Ruochen and Li, Frederick W. B. and Shum, Hubert P. H.},
booktitle={Proceedings of the 2024 International Conference on Pattern Recognition},
series={ICPR '24},
title={From Category to Scenery: An End-to-End Framework for Multi-Person Human-Object Interaction Recognition in Videos},
year={2024},
location={Kolkata, India},
}

RIS

TY  - CONF
AU  - Qiao, Tanqiu
AU  - Li, Ruochen
AU  - Li, Frederick W. B.
AU  - Shum, Hubert P. H.
T2  - Proceedings of the 2024 International Conference on Pattern Recognition
TI  - From Category to Scenery: An End-to-End Framework for Multi-Person Human-Object Interaction Recognition in Videos
PY  - 2024
ER  -

Paper Supplementary Material

A Virtual Reality Framework for Human-Driver Interaction Research: Safe and Cost-Effective Data Collection H5-Index: 54^# Core A Conference^‡
Proceedings of the 2024 ACM/IEEE International Conference on Human Robot Interaction (HRI), 2024
Luca Crosato, Chongfeng Wei, Edmond S. L. Ho, Hubert P. H. Shum and Yuzhu Sun
Topics: Robotics, Interaction Modelling
Webpage Cite This Plain Text

Luca Crosato, Chongfeng Wei, Edmond S. L. Ho, Hubert P. H. Shum and Yuzhu Sun, "A Virtual Reality Framework for Human-Driver Interaction Research: Safe and Cost-Effective Data Collection," in HRI '24: Proceedings of the 2024 ACM/IEEE International Conference on Human Robot Interaction, pp. 167-174, Colorado, USA, ACM/IEEE, 2024.

Bibtex

@inproceedings{crosato24virtual,
author={Crosato, Luca and Wei, Chongfeng and Ho, Edmond S. L. and Shum, Hubert P. H. and Sun, Yuzhu},
booktitle={Proceedings of the 2024 ACM/IEEE International Conference on Human Robot Interaction},
series={HRI '24},
title={A Virtual Reality Framework for Human-Driver Interaction Research: Safe and Cost-Effective Data Collection},
year={2024},
pages={167--174},
numpages={8},
doi={10.1145/3610977.3634923},
isbn={9.80E+12},
publisher={ACM/IEEE},
location={Colorado, USA},
}

RIS

TY  - CONF
AU  - Crosato, Luca
AU  - Wei, Chongfeng
AU  - Ho, Edmond S. L.
AU  - Shum, Hubert P. H.
AU  - Sun, Yuzhu
T2  - Proceedings of the 2024 ACM/IEEE International Conference on Human Robot Interaction
TI  - A Virtual Reality Framework for Human-Driver Interaction Research: Safe and Cost-Effective Data Collection
PY  - 2024
SP  - 167
EP  - 174
DO  - 10.1145/3610977.3634923
SN  - 9.80E+12
PB  - ACM/IEEE
ER  -

Paper

Two-Person Interaction Augmentation with Skeleton Priors H5-Index: 115^#
Proceedings of the 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 2024
Baiyi Li, Edmond S. L. Ho, Hubert P. H. Shum and He Wang
Topics: Character Animation, Interaction Modelling
Webpage Cite This Plain Text

Baiyi Li, Edmond S. L. Ho, Hubert P. H. Shum and He Wang, "Two-Person Interaction Augmentation with Skeleton Priors," in CVPRW '24: Proceedings of the 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, pp. 1900-1910, Seattle, USA, IEEE/CVF, 2024.

Bibtex

@inproceedings{li24twoperson,
author={Li, Baiyi and Ho, Edmond S. L. and Shum, Hubert P. H. and Wang, He},
booktitle={Proceedings of the 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops},
series={CVPRW '24},
title={Two-Person Interaction Augmentation with Skeleton Priors},
year={2024},
pages={1900-1910},
numpages={11},
doi={10.1109/CVPRW63382.2024.00196},
publisher={IEEE/CVF},
location={Seattle, USA},
}

RIS

TY  - CONF
AU  - Li, Baiyi
AU  - Ho, Edmond S. L.
AU  - Shum, Hubert P. H.
AU  - Wang, He
T2  - Proceedings of the 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops
TI  - Two-Person Interaction Augmentation with Skeleton Priors
PY  - 2024
SP  - 1900-1910
EP  - 1900-1910
DO  - 10.1109/CVPRW63382.2024.00196
PB  - IEEE/CVF
ER  -

Paper Supplementary Material YouTube

Enhancing Perception and Immersion in Pre-Captured Environments through Learning-Based Eye Height Adaptation Core A* Conference^‡
Proceedings of the 2023 IEEE International Symposium on Mixed and Augmented Reality (ISMAR), 2023
Qi Feng, Hubert P. H. Shum and Shigeo Morishima
Topics: Virtual Reality, Environment Sensing, Video Analysis
Webpage Cite This Plain Text

Qi Feng, Hubert P. H. Shum and Shigeo Morishima, "Enhancing Perception and Immersion in Pre-Captured Environments through Learning-Based Eye Height Adaptation," in ISMAR '23: Proceedings of the 2023 IEEE International Symposium on Mixed and Augmented Reality, pp. 405-414, Sydney, Australia, IEEE, Oct 2023.

Bibtex

@inproceedings{feng23enhancing,
author={Feng, Qi and Shum, Hubert P. H. and Morishima, Shigeo},
booktitle={Proceedings of the 2023 IEEE International Symposium on Mixed and Augmented Reality},
series={ISMAR '23},
title={Enhancing Perception and Immersion in Pre-Captured Environments through Learning-Based Eye Height Adaptation},
year={2023},
month={10},
pages={405-414},
numpages={10},
doi={10.1109/ISMAR59233.2023.00055},
publisher={IEEE},
location={Sydney, Australia},
}

RIS

TY  - CONF
AU  - Feng, Qi
AU  - Shum, Hubert P. H.
AU  - Morishima, Shigeo
T2  - Proceedings of the 2023 IEEE International Symposium on Mixed and Augmented Reality
TI  - Enhancing Perception and Immersion in Pre-Captured Environments through Learning-Based Eye Height Adaptation
PY  - 2023
Y1  - 10 2023
SP  - 405-414
EP  - 405-414
DO  - 10.1109/ISMAR59233.2023.00055
PB  - IEEE
ER  -

Paper YouTube

Tackling Data Bias in Painting Classification with Style Transfer
Proceedings of the 2023 International Conference on Computer Vision Theory and Applications (VISAPP), 2023
Mridula Vijendran, Frederick W. B. Li and Hubert P. H. Shum
Topics: Face Modelling, Responsible AI, Artwork Analysis
Webpage Cite This Plain Text

Mridula Vijendran, Frederick W. B. Li and Hubert P. H. Shum, "Tackling Data Bias in Painting Classification with Style Transfer," in VISAPP '23: Proceedings of the 2023 International Conference on Computer Vision Theory and Applications, pp. 250-261, Lisbon, Portugal, SciTePress, Feb 2023.

Bibtex

@inproceedings{vijendran23tackling,
author={Vijendran, Mridula and Li, Frederick W. B. and Shum, Hubert P. H.},
booktitle={Proceedings of the 2023 International Conference on Computer Vision Theory and Applications},
series={VISAPP '23},
title={Tackling Data Bias in Painting Classification with Style Transfer},
year={2023},
month={2},
pages={250--261},
numpages={12},
doi={10.5220/0011776600003417},
issn={2184-4321},
isbn={978-989-758-634-7},
publisher={SciTePress},
location={Lisbon, Portugal},
}

RIS

TY  - CONF
AU  - Vijendran, Mridula
AU  - Li, Frederick W. B.
AU  - Shum, Hubert P. H.
T2  - Proceedings of the 2023 International Conference on Computer Vision Theory and Applications
TI  - Tackling Data Bias in Painting Classification with Style Transfer
PY  - 2023
Y1  - 2 2023
SP  - 250
EP  - 261
DO  - 10.5220/0011776600003417
SN  - 2184-4321
PB  - SciTePress
ER  -

Paper GitHub

Cumuliform Cloud Formation Control using Parameter-Predicting Convolutional Neural Network Impact Factor: 2.5^†
Graphical Models (GMOD), 2020
Zili Zhang, Yue Ma, Yunfei Li, Frederick W. B. Li, Hubert P. H. Shum, Bailin Yang, Jing Guo and Xiaohui Liang
Topics:
Webpage Cite This Plain Text

Zili Zhang, Yue Ma, Yunfei Li, Frederick W. B. Li, Hubert P. H. Shum, Bailin Yang, Jing Guo and Xiaohui Liang, "Cumuliform Cloud Formation Control using Parameter-Predicting Convolutional Neural Network," Graphical Models, vol. 111, pp. 101083, Elsevier, 2020.

Bibtex

@article{zhang20cumuliform,
author={Zhang, Zili and Ma, Yue and Li, Yunfei and Li, Frederick W. B. and Shum, Hubert P. H. and Yang, Bailin and Guo, Jing and Liang, Xiaohui},
journal={Graphical Models},
title={Cumuliform Cloud Formation Control using Parameter-Predicting Convolutional Neural Network},
year={2020},
volume={111},
pages={101083},
numpages={13},
doi={10.1016/j.gmod.2020.101083},
issn={1524-0703},
publisher={Elsevier},
}

RIS

TY  - JOUR
AU  - Zhang, Zili
AU  - Ma, Yue
AU  - Li, Yunfei
AU  - Li, Frederick W. B.
AU  - Shum, Hubert P. H.
AU  - Yang, Bailin
AU  - Guo, Jing
AU  - Liang, Xiaohui
T2  - Graphical Models
TI  - Cumuliform Cloud Formation Control using Parameter-Predicting Convolutional Neural Network
PY  - 2020
VL  - 111
SP  - 101083
EP  - 101083
DO  - 10.1016/j.gmod.2020.101083
SN  - 1524-0703
PB  - Elsevier
ER  -

Paper YouTube

Automatic Sign Dance Synthesis from Gesture-Based Sign Language
Proceedings of the 2019 ACM SIGGRAPH Conference on Motion, Interaction and Games (MIG), 2019
Naoya Iwamoto, Hubert P. H. Shum, Wakana Asahina and Shigeo Morishima
Topics: Character Animation, Language Models
Webpage Cite This Plain Text

Naoya Iwamoto, Hubert P. H. Shum, Wakana Asahina and Shigeo Morishima, "Automatic Sign Dance Synthesis from Gesture-Based Sign Language," in MIG '19: Proceedings of the 2019 ACM SIGGRAPH Conference on Motion, Interaction and Games, pp. 18:1-18:9, Newcastle upon Tyne, UK, ACM, Oct 2019.

Bibtex

@inproceedings{iwamoto19automatic,
author={Iwamoto, Naoya and Shum, Hubert P. H. and Asahina, Wakana and Morishima, Shigeo},
booktitle={Proceedings of the 2019 ACM SIGGRAPH Conference on Motion, Interaction and Games},
series={MIG '19},
title={Automatic Sign Dance Synthesis from Gesture-Based Sign Language},
year={2019},
month={10},
pages={18:1--18:9},
numpages={9},
doi={10.1145/3359566.3360069},
isbn={978-1-4503-6994-7},
publisher={ACM},
Address={New York, NY, USA},
location={Newcastle upon Tyne, UK},
}

RIS

TY  - CONF
AU  - Iwamoto, Naoya
AU  - Shum, Hubert P. H.
AU  - Asahina, Wakana
AU  - Morishima, Shigeo
T2  - Proceedings of the 2019 ACM SIGGRAPH Conference on Motion, Interaction and Games
TI  - Automatic Sign Dance Synthesis from Gesture-Based Sign Language
PY  - 2019
Y1  - 10 2019
SP  - 18:1
EP  - 18:9
DO  - 10.1145/3359566.3360069
SN  - 978-1-4503-6994-7
PB  - ACM
ER  -

Paper YouTube

Occlusion for 3D Object Manipulation with Hands in Augmented Reality
Proceedings of the 2018 Meeting on Image Recognition and Understanding (MIRU), 2018
Qi Feng, Hubert P. H. Shum and Shigeo Morishima
Topics: Virtual Reality, Hands and Gestures
Webpage Cite This Plain Text

Qi Feng, Hubert P. H. Shum and Shigeo Morishima, "Occlusion for 3D Object Manipulation with Hands in Augmented Reality," in MIRU '18: Proceedings of the 2018 Meeting on Image Recognition and Understanding, Sapporo, Japan, Aug 2018.

Bibtex

@inproceedings{feng18occlusion,
author={Feng, Qi and Shum, Hubert P. H. and Morishima, Shigeo},
booktitle={Proceedings of the 2018 Meeting on Image Recognition and Understanding},
series={MIRU '18},
title={Occlusion for 3D Object Manipulation with Hands in Augmented Reality},
year={2018},
month={8},
numpages={4},
location={Sapporo, Japan},
}

RIS

TY  - CONF
AU  - Feng, Qi
AU  - Shum, Hubert P. H.
AU  - Morishima, Shigeo
T2  - Proceedings of the 2018 Meeting on Image Recognition and Understanding
TI  - Occlusion for 3D Object Manipulation with Hands in Augmented Reality
PY  - 2018
Y1  - 8 2018
ER  -

Synthesizing Motion with Relative Emotion Strength
Proceedings of the 2017 ACM SIGGRAPH Asia Workshop on Data-Driven Animation Techniques (D2AT), 2017
Edmond S. L. Ho, Hubert P. H. Shum, He Wang and Li Yi
Topics: Character Animation
Webpage Cite This Plain Text

Edmond S. L. Ho, Hubert P. H. Shum, He Wang and Li Yi, "Synthesizing Motion with Relative Emotion Strength," in D2AT '17: Proceedings of the 2017 ACM SIGGRAPH Asia Workshop on Data-Driven Animation Techniques, Bangkok, Thailand, Nov 2017.

Bibtex

@inproceedings{ho17synthesizing,
author={Ho, Edmond S. L. and Shum, Hubert P. H. and Wang, He and Yi, Li},
booktitle={Proceedings of the 2017 ACM SIGGRAPH Asia Workshop on Data-Driven Animation Techniques},
series={D2AT '17},
title={Synthesizing Motion with Relative Emotion Strength},
year={2017},
month={11},
numpages={8},
location={Bangkok, Thailand},
}

RIS

TY  - CONF
AU  - Ho, Edmond S. L.
AU  - Shum, Hubert P. H.
AU  - Wang, He
AU  - Yi, Li
T2  - Proceedings of the 2017 ACM SIGGRAPH Asia Workshop on Data-Driven Animation Techniques
TI  - Synthesizing Motion with Relative Emotion Strength
PY  - 2017
Y1  - 11 2017
ER  -

Paper

Natural Preparation Behavior Synthesis
Computer Animation and Virtual Worlds (CAVW), 2013
Hubert P. H. Shum, Ludovic Hoyet, Edmond S. L. Ho, Taku Komura and Franck Multon
Topics: Character Animation
Webpage Cite This Plain Text

Hubert P. H. Shum, Ludovic Hoyet, Edmond S. L. Ho, Taku Komura and Franck Multon, "Natural Preparation Behavior Synthesis," Computer Animation and Virtual Worlds, vol. 25, no. 5--6, pp. 531-542, John Wiley and Sons Ltd., 2013.

Bibtex

@article{shum13natural,
author={Shum, Hubert P. H. and Hoyet, Ludovic and Ho, Edmond S. L. and Komura, Taku and Multon, Franck},
journal={Computer Animation and Virtual Worlds},
title={Natural Preparation Behavior Synthesis},
year={2013},
volume={25},
number={5--6},
pages={531--542},
numpages={10},
doi={10.1002/cav.1546},
publisher={John Wiley and Sons Ltd.},
Address={Chichester, UK},
}

RIS

TY  - JOUR
AU  - Shum, Hubert P. H.
AU  - Hoyet, Ludovic
AU  - Ho, Edmond S. L.
AU  - Komura, Taku
AU  - Multon, Franck
T2  - Computer Animation and Virtual Worlds
TI  - Natural Preparation Behavior Synthesis
PY  - 2013
VL  - 25
IS  - 5--6
SP  - 531
EP  - 542
DO  - 10.1002/cav.1546
PB  - John Wiley and Sons Ltd.
ER  -

Paper YouTube

Environment Capturing with Microsoft Kinect
Proceedings of the 2012 International Conference on Software, Knowledge, Information Management and Applications (SKIMA), 2012
Kevin Mackay, Hubert P. H. Shum and Taku Komura
Topics: 3D Reconstruction, Surface Modelling, Environment Sensing
Webpage Cite This Plain Text

Kevin Mackay, Hubert P. H. Shum and Taku Komura, "Environment Capturing with Microsoft Kinect," in SKIMA '12: Proceedings of the 2012 International Conference on Software, Knowledge, Information Management and Applications, Dhaka, Bangladesh, Dec 2012.

Bibtex

@inproceedings{mackay12environment,
author={Mackay, Kevin and Shum, Hubert P. H. and Komura, Taku},
booktitle={Proceedings of the 2012 International Conference on Software, Knowledge, Information Management and Applications},
series={SKIMA '12},
title={Environment Capturing with Microsoft Kinect},
year={2012},
month={12},
numpages={6},
location={Dhaka, Bangladesh},
}

RIS

TY  - CONF
AU  - Mackay, Kevin
AU  - Shum, Hubert P. H.
AU  - Komura, Taku
T2  - Proceedings of the 2012 International Conference on Software, Knowledge, Information Management and Applications
TI  - Environment Capturing with Microsoft Kinect
PY  - 2012
Y1  - 12 2012
ER  -

Paper

Simulating Interactions Among Multiple Characters
PhD Thesis from the University of Edinburgh, 2010
Hubert P. H. Shum
Topics: Character Animation, Interaction Modelling
Webpage Cite This Plain Text

Hubert P. H. Shum, "Simulating Interactions Among Multiple Characters," University of Edinburgh, 2010.

Bibtex

@phdthesis{shum10simulating,
author={Shum, Hubert P. H.},
title={Simulating Interactions Among Multiple Characters},
year={2010},
numpages={151},
publisher={University of Edinburgh},
Address={Edinburgh, UK},
}

RIS

TY  - THES
AU  - Shum, Hubert P. H.
TI  - Simulating Interactions Among Multiple Characters
PY  - 2010
PB  - University of Edinburgh
ER  -

Paper

Simulating Interactions of Characters
Proceedings of the 2008 ACM International Conference on Motion in Games (MIG), 2008
Taku Komura, Hubert P. H. Shum and Edmond S. L. Ho
Topics: Character Animation, Interaction Modelling
Webpage Cite This Plain Text

Taku Komura, Hubert P. H. Shum and Edmond S. L. Ho, "Simulating Interactions of Characters," in MIG '08: Proceedings of the 2008 ACM International Conference on Motion in Games, pp. 94-103, Utrecht, The Netherlands, Springer-Verlag, Jun 2008.

Bibtex

@inproceedings{komura08simulating,
author={Komura, Taku and Shum, Hubert P. H. and Ho, Edmond S. L.},
booktitle={Proceedings of the 2008 ACM International Conference on Motion in Games},
series={MIG '08},
title={Simulating Interactions of Characters},
year={2008},
month={6},
pages={94--103},
numpages={10},
doi={10.1007/978-3-540-89220-5_10},
isbn={978-3-540-89219-9},
publisher={Springer-Verlag},
Address={Berlin, Heidelberg},
location={Utrecht, The Netherlands},
}

RIS

TY  - CONF
AU  - Komura, Taku
AU  - Shum, Hubert P. H.
AU  - Ho, Edmond S. L.
T2  - Proceedings of the 2008 ACM International Conference on Motion in Games
TI  - Simulating Interactions of Characters
PY  - 2008
Y1  - 6 2008
SP  - 94
EP  - 103
DO  - 10.1007/978-3-540-89220-5_10
SN  - 978-3-540-89219-9
PB  - Springer-Verlag
ER  -

Paper

BP-SGCN: Behavioral Pseudo-Label Informed Sparse Graph Convolution Network for Pedestrian and Heterogeneous Trajectory Prediction Impact Factor: 10.2^† Top 10% Journal in Computer Science, Artificial Intelligence^†
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2025
Ruochen Li, Stamos Katsigiannis, Tae-Kyun Kim and Hubert P. H. Shum
Topics: Crowd Modelling
Webpage Cite This Plain Text

Ruochen Li, Stamos Katsigiannis, Tae-Kyun Kim and Hubert P. H. Shum, "BP-SGCN: Behavioral Pseudo-Label Informed Sparse Graph Convolution Network for Pedestrian and Heterogeneous Trajectory Prediction," IEEE Transactions on Neural Networks and Learning Systems, IEEE, 2025.

Bibtex

@article{li24bpsgcn,
author={Li, Ruochen and Katsigiannis, Stamos and Kim, Tae-Kyun and Shum, Hubert P. H.},
journal={IEEE Transactions on Neural Networks and Learning Systems},
title={BP-SGCN: Behavioral Pseudo-Label Informed Sparse Graph Convolution Network for Pedestrian and Heterogeneous Trajectory Prediction},
year={2025},
numpages={15},
doi={10.1109/TNNLS.2025.3545268},
publisher={IEEE},
}

RIS

TY  - JOUR
AU  - Li, Ruochen
AU  - Katsigiannis, Stamos
AU  - Kim, Tae-Kyun
AU  - Shum, Hubert P. H.
T2  - IEEE Transactions on Neural Networks and Learning Systems
TI  - BP-SGCN: Behavioral Pseudo-Label Informed Sparse Graph Convolution Network for Pedestrian and Heterogeneous Trajectory Prediction
PY  - 2025
DO  - 10.1109/TNNLS.2025.3545268
PB  - IEEE
ER  -

Paper Supplementary Material GitHub

Unified Spatial-Temporal Edge-Enhanced Graph Networks for Pedestrian Trajectory Prediction Impact Factor: 8.3^† Top 10% Journal in Engineering, Electrical & Electronic^†
IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2025
Ruochen Li, Tanqiu Qiao, Stamos Katsigiannis, Zhanxing Zhu and Hubert P. H. Shum
Topics: Crowd Modelling
Webpage Cite This Plain Text

Ruochen Li, Tanqiu Qiao, Stamos Katsigiannis, Zhanxing Zhu and Hubert P. H. Shum, "Unified Spatial-Temporal Edge-Enhanced Graph Networks for Pedestrian Trajectory Prediction," IEEE Transactions on Circuits and Systems for Video Technology, IEEE, 2025.

Bibtex

@article{li24unified,
author={Li, Ruochen and Qiao, Tanqiu and Katsigiannis, Stamos and Zhu, Zhanxing and Shum, Hubert P. H.},
journal={IEEE Transactions on Circuits and Systems for Video Technology},
title={Unified Spatial-Temporal Edge-Enhanced Graph Networks for Pedestrian Trajectory Prediction},
year={2025},
doi={10.1109/TCSVT.2025.3539522},
publisher={IEEE},
}

RIS

TY  - JOUR
AU  - Li, Ruochen
AU  - Qiao, Tanqiu
AU  - Katsigiannis, Stamos
AU  - Zhu, Zhanxing
AU  - Shum, Hubert P. H.
T2  - IEEE Transactions on Circuits and Systems for Video Technology
TI  - Unified Spatial-Temporal Edge-Enhanced Graph Networks for Pedestrian Trajectory Prediction
PY  - 2025
DO  - 10.1109/TCSVT.2025.3539522
PB  - IEEE
ER  -

Paper GitHub

Adaptive Graph Learning from Spatial Information for Surgical Workflow Anticipation Impact Factor: 3.4^†
IEEE Transactions on Medical Robotics and Bionics (TMRB), 2025
Francis Xiatian Zhang, Jingjing Deng, Robert Lieck and Hubert P. H. Shum
Topics: Biomedical Engineering, Interaction Modelling, Video Analysis, Motion Analysis
Webpage Cite This Plain Text

Francis Xiatian Zhang, Jingjing Deng, Robert Lieck and Hubert P. H. Shum, "Adaptive Graph Learning from Spatial Information for Surgical Workflow Anticipation," IEEE Transactions on Medical Robotics and Bionics, vol. 7, no. 1, pp. 266-280, IEEE, 2025.

Bibtex

@article{zhang25adaptive,
author={Zhang, Francis Xiatian and Deng, Jingjing and Lieck, Robert and Shum, Hubert P. H.},
journal={IEEE Transactions on Medical Robotics and Bionics},
title={Adaptive Graph Learning from Spatial Information for Surgical Workflow Anticipation},
year={2025},
volume={7},
number={1},
pages={266--280},
doi={10.1109/TMRB.2024.3517137},
issn={2576-3202},
publisher={IEEE},
}

RIS

TY  - JOUR
AU  - Zhang, Francis Xiatian
AU  - Deng, Jingjing
AU  - Lieck, Robert
AU  - Shum, Hubert P. H.
T2  - IEEE Transactions on Medical Robotics and Bionics
TI  - Adaptive Graph Learning from Spatial Information for Surgical Workflow Anticipation
PY  - 2025
VL  - 7
IS  - 1
SP  - 266
EP  - 280
DO  - 10.1109/TMRB.2024.3517137
SN  - 2576-3202
PB  - IEEE
ER  -

Paper GitHub YouTube

Artificial Intelligence for Geometry-Based Feature Extraction, Analysis and Synthesis in Artistic Images: A Survey Impact Factor: 10.7^† Top 10% Journal in Computer Science, Artificial Intelligence^†
Artificial Intelligence Review (AIRE), 2024
Mridula Vijendran, Jingjing Deng, Shuang Chen, Edmond S. L. Ho and Hubert P. H. Shum
Topics: Literature Review, Artwork Analysis
Webpage Cite This Plain Text

Mridula Vijendran, Jingjing Deng, Shuang Chen, Edmond S. L. Ho and Hubert P. H. Shum, "Artificial Intelligence for Geometry-Based Feature Extraction, Analysis and Synthesis in Artistic Images: A Survey," Artificial Intelligence Review, vol. 58, no. 2, pp. 64, Springer, 2024.

Bibtex

@article{vijendran25artificial,
author={Vijendran, Mridula and Deng, Jingjing and Chen, Shuang and Ho, Edmond S. L. and Shum, Hubert P. H.},
journal={Artificial Intelligence Review},
title={Artificial Intelligence for Geometry-Based Feature Extraction, Analysis and Synthesis in Artistic Images: A Survey},
year={2024},
volume={58},
number={2},
pages={64},
numpages={47},
doi={10.1007/s10462-024-11051-3},
issn={1573-7462},
publisher={Springer},
}

RIS

TY  - JOUR
AU  - Vijendran, Mridula
AU  - Deng, Jingjing
AU  - Chen, Shuang
AU  - Ho, Edmond S. L.
AU  - Shum, Hubert P. H.
T2  - Artificial Intelligence Review
TI  - Artificial Intelligence for Geometry-Based Feature Extraction, Analysis and Synthesis in Artistic Images: A Survey
PY  - 2024
VL  - 58
IS  - 2
SP  - 64
EP  - 64
DO  - 10.1007/s10462-024-11051-3
SN  - 1573-7462
PB  - Springer
ER  -

Paper

Unraveling the Brain Dynamics of Depersonalization-Derealization Disorder: A Dynamic Functional Network Connectivity Analysis Impact Factor: 3.4^†
BMC Psychiatry, 2024
Sisi Zheng, Francis Xiatian Zhang, Hubert P. H. Shum, Haozheng Zhang, Nan Song, Mingkang Song and Hongxiao Jia
Topics: Biomedical Engineering, Healthcare Diagnosis, Medical Imaging
Webpage Cite This Plain Text

Sisi Zheng, Francis Xiatian Zhang, Hubert P. H. Shum, Haozheng Zhang, Nan Song, Mingkang Song and Hongxiao Jia, "Unraveling the Brain Dynamics of Depersonalization-Derealization Disorder: A Dynamic Functional Network Connectivity Analysis," BMC Psychiatry, vol. 24, pp. 685, BMC, 2024.

Bibtex

@article{zheng24unraveling,
author={Zheng, Sisi and Zhang, Francis Xiatian and Shum, Hubert P. H. and Zhang, Haozheng and Song, Nan and Song, Mingkang and Jia, Hongxiao},
journal={BMC Psychiatry},
title={Unraveling the Brain Dynamics of Depersonalization-Derealization Disorder: A Dynamic Functional Network Connectivity Analysis},
year={2024},
volume={24},
pages={685},
numpages={15},
doi={10.1186/s12888-024-06096-1},
issn={1471-244X},
publisher={BMC},
}

RIS

TY  - JOUR
AU  - Zheng, Sisi
AU  - Zhang, Francis Xiatian
AU  - Shum, Hubert P. H.
AU  - Zhang, Haozheng
AU  - Song, Nan
AU  - Song, Mingkang
AU  - Jia, Hongxiao
T2  - BMC Psychiatry
TI  - Unraveling the Brain Dynamics of Depersonalization-Derealization Disorder: A Dynamic Functional Network Connectivity Analysis
PY  - 2024
VL  - 24
SP  - 685
EP  - 685
DO  - 10.1186/s12888-024-06096-1
SN  - 1471-244X
PB  - BMC
ER  -

Paper

Depth-Aware Endoscopic Video Inpainting H5-Index: 96^# Core A Conference^‡
Proceedings of the 2024 International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2024
Francis Xiatian Zhang, Shuang Chen, Xianghua Xie and Hubert P. H. Shum
Topics: Biomedical Engineering, Video Analysis, Medical Imaging
Webpage Cite This Plain Text

Francis Xiatian Zhang, Shuang Chen, Xianghua Xie and Hubert P. H. Shum, "Depth-Aware Endoscopic Video Inpainting," in MICCAI '24: Proceedings of the 2024 International Conference on Medical Image Computing and Computer Assisted Intervention, pp. 143-153, Marrakesh, Morocco, Springer, 2024.

Bibtex

@inproceedings{zhang24endoscopic,
author={Zhang, Francis Xiatian and Chen, Shuang and Xie, Xianghua and Shum, Hubert P. H.},
booktitle={Proceedings of the 2024 International Conference on Medical Image Computing and Computer Assisted Intervention},
series={MICCAI '24},
title={Depth-Aware Endoscopic Video Inpainting},
year={2024},
pages={143--153},
doi={10.1007/978-3-031-72089-5_14},
isbn={978-3-031-72089-5},
publisher={Springer},
location={Marrakesh, Morocco},
}

RIS

TY  - CONF
AU  - Zhang, Francis Xiatian
AU  - Chen, Shuang
AU  - Xie, Xianghua
AU  - Shum, Hubert P. H.
T2  - Proceedings of the 2024 International Conference on Medical Image Computing and Computer Assisted Intervention
TI  - Depth-Aware Endoscopic Video Inpainting
PY  - 2024
SP  - 143
EP  - 153
DO  - 10.1007/978-3-031-72089-5_14
SN  - 978-3-031-72089-5
PB  - Springer
ER  -

Paper Supplementary Material GitHub

Correlation-Distance Graph Learning for Treatment Response Prediction from rs-fMRI
Proceedings of the 2023 International Conference on Neural Information Processing (ICONIP), 2023
Francis Xiatian Zhang, Sisi Zheng, Hubert P. H. Shum, Haozheng Zhang, Nan Song, Mingkang Song and Hongxiao Jia
Topics: Biomedical Engineering, Healthcare Diagnosis, Medical Imaging
Webpage Cite This Plain Text

Francis Xiatian Zhang, Sisi Zheng, Hubert P. H. Shum, Haozheng Zhang, Nan Song, Mingkang Song and Hongxiao Jia, "Correlation-Distance Graph Learning for Treatment Response Prediction from rs-fMRI," in ICONIP '23: Proceedings of the 2023 International Conference on Neural Information Processing, pp. 298-312, Changsha, China, Springer, Nov 2023.

Bibtex

@inproceedings{zhang23correlation,
author={Zhang, Francis Xiatian and Zheng, Sisi and Shum, Hubert P. H. and Zhang, Haozheng and Song, Nan and Song, Mingkang and Jia, Hongxiao},
booktitle={Proceedings of the 2023 International Conference on Neural Information Processing},
series={ICONIP '23},
title={Correlation-Distance Graph Learning for Treatment Response Prediction from rs-fMRI},
year={2023},
month={11},
pages={298--312},
numpages={15},
doi={10.1007/978-981-99-8138-0_24},
isbn={978-981-99-8137-3},
publisher={Springer},
location={Changsha, China},
}

RIS

TY  - CONF
AU  - Zhang, Francis Xiatian
AU  - Zheng, Sisi
AU  - Shum, Hubert P. H.
AU  - Zhang, Haozheng
AU  - Song, Nan
AU  - Song, Mingkang
AU  - Jia, Hongxiao
T2  - Proceedings of the 2023 International Conference on Neural Information Processing
TI  - Correlation-Distance Graph Learning for Treatment Response Prediction from rs-fMRI
PY  - 2023
Y1  - 11 2023
SP  - 298
EP  - 312
DO  - 10.1007/978-981-99-8138-0_24
SN  - 978-981-99-8137-3
PB  - Springer
ER  -

Paper GitHub

DSPP: Deep Shape and Pose Priors of Humans
Proceedings of the 2019 ACM SIGGRAPH Conference on Motion, Interaction and Games (MIG), 2019
Shanfeng Hu, Hubert P. H. Shum and Antonio Mucherino
Topics: Surface Modelling
Webpage Cite This Plain Text

Shanfeng Hu, Hubert P. H. Shum and Antonio Mucherino, "DSPP: Deep Shape and Pose Priors of Humans," in MIG '19: Proceedings of the 2019 ACM SIGGRAPH Conference on Motion, Interaction and Games, pp. 1:1-1:6, Newcastle upon Tyne, UK, ACM, Oct 2019.

Bibtex

@inproceedings{hu19dspp,
author={Hu, Shanfeng and Shum, Hubert P. H. and Mucherino, Antonio},
booktitle={Proceedings of the 2019 ACM SIGGRAPH Conference on Motion, Interaction and Games},
series={MIG '19},
title={DSPP: Deep Shape and Pose Priors of Humans},
year={2019},
month={10},
pages={1:1--1:6},
numpages={6},
doi={10.1145/3359566.3360051},
isbn={978-1-4503-6994-7},
publisher={ACM},
Address={New York, NY, USA},
location={Newcastle upon Tyne, UK},
}

RIS

TY  - CONF
AU  - Hu, Shanfeng
AU  - Shum, Hubert P. H.
AU  - Mucherino, Antonio
T2  - Proceedings of the 2019 ACM SIGGRAPH Conference on Motion, Interaction and Games
TI  - DSPP: Deep Shape and Pose Priors of Humans
PY  - 2019
Y1  - 10 2019
SP  - 1:1
EP  - 1:6
DO  - 10.1145/3359566.3360051
SN  - 978-1-4503-6994-7
PB  - ACM
ER  -

Paper YouTube

An Interactive Motion Analysis Framework for Diagnosing and Rectifying Potential Injuries Caused Through Resistance Training
Proceedings of the 2019 ACM SIGGRAPH Conference on Motion, Interaction and Games (MIG) Posters, 2019
Jake Hall, Jacky C. P. Chan, Hubert P. H. Shum and Edmond S. L. Ho
Topics: Motion Analysis
Webpage Cite This Plain Text

Jake Hall, Jacky C. P. Chan, Hubert P. H. Shum and Edmond S. L. Ho, "An Interactive Motion Analysis Framework for Diagnosing and Rectifying Potential Injuries Caused Through Resistance Training," in MIG '19: Proceedings of the 2019 ACM SIGGRAPH Conference on Motion, Interaction and Games, pp. 39:1-39:2, Newcastle upon Tyne, UK, ACM, Oct 2019.

Bibtex

@inproceedings{hall19interactive,
author={Hall, Jake and Chan, Jacky C. P. and Shum, Hubert P. H. and Ho, Edmond S. L.},
booktitle={Proceedings of the 2019 ACM SIGGRAPH Conference on Motion, Interaction and Games},
series={MIG '19},
title={An Interactive Motion Analysis Framework for Diagnosing and Rectifying Potential Injuries Caused Through Resistance Training},
year={2019},
month={10},
pages={39:1--39:2},
numpages={2},
doi={10.1145/3359566.3364688},
isbn={978-1-4503-6994-7},
publisher={ACM},
Address={New York, NY, USA},
location={Newcastle upon Tyne, UK},
}

RIS

TY  - CONF
AU  - Hall, Jake
AU  - Chan, Jacky C. P.
AU  - Shum, Hubert P. H.
AU  - Ho, Edmond S. L.
T2  - Proceedings of the 2019 ACM SIGGRAPH Conference on Motion, Interaction and Games
TI  - An Interactive Motion Analysis Framework for Diagnosing and Rectifying Potential Injuries Caused Through Resistance Training
PY  - 2019
Y1  - 10 2019
SP  - 39:1
EP  - 39:2
DO  - 10.1145/3359566.3364688
SN  - 978-1-4503-6994-7
PB  - ACM
ER  -

Paper

Identifying Abnormal Gait in Older People during Multiple-Tasks Assessment with Audio-Visual Cues
Proceedings of the 2018 International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (ECTI-CON 2018), 2018
Worasak Rueangsirarak, Kitchana Kaewkaen and Hubert P. H. Shum
Topics: Biomedical Engineering, Motion Analysis, Healthcare Diagnosis
Webpage Cite This Plain Text

Worasak Rueangsirarak, Kitchana Kaewkaen and Hubert P. H. Shum, "Identifying Abnormal Gait in Older People during Multiple-Tasks Assessment with Audio-Visual Cues," in ECTI-CON '18: Proceedings of the 2018 International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology, pp. 780-783, Chaing Rai, Thailand, IEEE, Jul 2018.

Bibtex

@inproceedings{rueangsirarak18identifying,
author={Rueangsirarak, Worasak and Kaewkaen, Kitchana and Shum, Hubert P. H.},
booktitle={Proceedings of the 2018 International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology},
series={ECTI-CON '18},
title={Identifying Abnormal Gait in Older People during Multiple-Tasks Assessment with Audio-Visual Cues},
year={2018},
month={7},
pages={780--783},
numpages={4},
doi={10.1109/ECTICon.2018.8619931},
publisher={IEEE},
location={Chaing Rai, Thailand},
}

RIS

TY  - CONF
AU  - Rueangsirarak, Worasak
AU  - Kaewkaen, Kitchana
AU  - Shum, Hubert P. H.
T2  - Proceedings of the 2018 International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology
TI  - Identifying Abnormal Gait in Older People during Multiple-Tasks Assessment with Audio-Visual Cues
PY  - 2018
Y1  - 7 2018
SP  - 780
EP  - 783
DO  - 10.1109/ECTICon.2018.8619931
PB  - IEEE
ER  -

Paper

Preparation Behaviour Synthesis with Reinforcement Learning
Proceedings of the 2013 International Conference on Computer Animation and Social Agents (CASA), 2013
Hubert P. H. Shum, Ludovic Hoyet, Edmond S. L. Ho, Taku Komura and Franck Multon
Topics: Character Animation
Webpage Cite This Plain Text

Hubert P. H. Shum, Ludovic Hoyet, Edmond S. L. Ho, Taku Komura and Franck Multon, "Preparation Behaviour Synthesis with Reinforcement Learning," in CASA '13: Proceedings of the 2013 International Conference on Computer Animation and Social Agents, Turkey, Istanbul, John Wiley and Sons Ltd., May 2013.

Bibtex

@inproceedings{shum13preparation,
author={Shum, Hubert P. H. and Hoyet, Ludovic and Ho, Edmond S. L. and Komura, Taku and Multon, Franck},
booktitle={Proceedings of the 2013 International Conference on Computer Animation and Social Agents},
series={CASA '13},
title={Preparation Behaviour Synthesis with Reinforcement Learning},
year={2013},
month={5},
numpages={10},
publisher={John Wiley and Sons Ltd.},
Address={Chichester, UK},
location={Turkey, Istanbul},
}

RIS

TY  - CONF
AU  - Shum, Hubert P. H.
AU  - Hoyet, Ludovic
AU  - Ho, Edmond S. L.
AU  - Komura, Taku
AU  - Multon, Franck
T2  - Proceedings of the 2013 International Conference on Computer Animation and Social Agents
TI  - Preparation Behaviour Synthesis with Reinforcement Learning
PY  - 2013
Y1  - 5 2013
PB  - John Wiley and Sons Ltd.
ER  -

Paper YouTube

Serious Games with Human-Object Interactions using RGB-D Camera
Proceedings of the 2013 ACM International Conference on Motion in Games (MIG) Posters, 2013
Hubert P. H. Shum
Topics: 3D Reconstruction, Interaction Modelling, Environment Sensing
Webpage Cite This Plain Text

Hubert P. H. Shum, "Serious Games with Human-Object Interactions using RGB-D Camera," in MIG '13: Proceedings of the 2013 ACM International Conference on Motion in Games, Dublin, Ireland, Springer-Verlag, Nov 2013.

Bibtex

@inproceedings{shum13serious,
author={Shum, Hubert P. H.},
booktitle={Proceedings of the 2013 ACM International Conference on Motion in Games},
series={MIG '13},
title={Serious Games with Human-Object Interactions using RGB-D Camera},
year={2013},
month={11},
numpages={1},
publisher={Springer-Verlag},
Address={Berlin, Heidelberg},
location={Dublin, Ireland},
}

RIS

TY  - CONF
AU  - Shum, Hubert P. H.
T2  - Proceedings of the 2013 ACM International Conference on Motion in Games
TI  - Serious Games with Human-Object Interactions using RGB-D Camera
PY  - 2013
Y1  - 11 2013
PB  - Springer-Verlag
ER  -

Paper

SEM-Net: Efficient Pixel Modelling for Image Inpainting with Spatially Enhanced SSM Oral Paper (Top 8.2% of 2458 Submissions) H5-Index: 109^# Core A Conference^‡
Proceedings of the 2025 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2025
Shuang Chen, Haozheng Zhang, Amir Atapour-Abarghouei and Hubert P. H. Shum
Topics:
Webpage Cite This Plain Text

Shuang Chen, Haozheng Zhang, Amir Atapour-Abarghouei and Hubert P. H. Shum, "SEM-Net: Efficient Pixel Modelling for Image Inpainting with Spatially Enhanced SSM," in WACV '25: Proceedings of the 2025 IEEE/CVF Winter Conference on Applications of Computer Vision, pp. 461-471, Arizona, USA, IEEE/CVF, 2025.

Bibtex

@inproceedings{chen25sem,
author={Chen, Shuang and Zhang, Haozheng and Atapour-Abarghouei, Amir and Shum, Hubert P. H.},
booktitle={Proceedings of the 2025 IEEE/CVF Winter Conference on Applications of Computer Vision},
series={WACV '25},
title={SEM-Net: Efficient Pixel Modelling for Image Inpainting with Spatially Enhanced SSM},
year={2025},
pages={461--471},
doi={10.1109/WACV61041.2025.00055},
publisher={IEEE/CVF},
location={Arizona, USA},
}

RIS

TY  - CONF
AU  - Chen, Shuang
AU  - Zhang, Haozheng
AU  - Atapour-Abarghouei, Amir
AU  - Shum, Hubert P. H.
T2  - Proceedings of the 2025 IEEE/CVF Winter Conference on Applications of Computer Vision
TI  - SEM-Net: Efficient Pixel Modelling for Image Inpainting with Spatially Enhanced SSM
PY  - 2025
SP  - 461
EP  - 471
DO  - 10.1109/WACV61041.2025.00055
PB  - IEEE/CVF
ER  -

Paper YouTube

Exploring Artists’ and Art Viewers' Perspectives for Art Chatbots: Implications for a Design Framework
Proceedings of the 2025 ACM Conversational User Interfaces Conference (CUI), 2025
Jinyu Liu, Effie Lai-Chong Law and Hubert P. H. Shum
Topics: Artwork Analysis, Language Models
Cite This Plain Text

Jinyu Liu, Effie Lai-Chong Law and Hubert P. H. Shum, "Exploring Artists’ and Art Viewers' Perspectives for Art Chatbots: Implications for a Design Framework ," in CUI '25: Proceedings of the 2025 ACM Conversational User Interfaces Conference, Waterloo, Canada, ACM, 2025.

Bibtex

@inproceedings{liu25exploring,
author={Liu, Jinyu and Law, Effie Lai-Chong and Shum, Hubert P. H.},
booktitle={Proceedings of the 2025 ACM Conversational User Interfaces Conference},
series={CUI '25},
title={Exploring Artists’ and Art Viewers' Perspectives for Art Chatbots: Implications for a Design Framework },
year={2025},
publisher={ACM},
location={Waterloo, Canada},
}

RIS

TY  - CONF
AU  - Liu, Jinyu
AU  - Law, Effie Lai-Chong
AU  - Shum, Hubert P. H.
T2  - Proceedings of the 2025 ACM Conversational User Interfaces Conference
TI  - Exploring Artists’ and Art Viewers' Perspectives for Art Chatbots: Implications for a Design Framework
PY  - 2025
PB  - ACM
ER  -

Integrating Human-in-the-loop AI to Tackle Space Communication Delay Challenges
Proceedings of the 2025 SpaceCHI, 2025
Nikos Mavrakis, Effie Lai-Chong Law and Hubert P. H. Shum
Topics: Air and Space, Responsible AI
Cite This Plain Text

Nikos Mavrakis, Effie Lai-Chong Law and Hubert P. H. Shum, "Integrating Human-in-the-loop AI to Tackle Space Communication Delay Challenges," in SpaceCHI '25: Proceedings of the 2025 SpaceCHI, Cologne, Germany, 2025.

Bibtex

@inproceedings{mavrakis25integrating ,
author={Mavrakis, Nikos and Law, Effie Lai-Chong and Shum, Hubert P. H.},
booktitle={Proceedings of the 2025 SpaceCHI},
series={SpaceCHI '25},
title={Integrating Human-in-the-loop AI to Tackle Space Communication Delay Challenges},
year={2025},
location={Cologne, Germany},
}

RIS

TY  - CONF
AU  - Mavrakis, Nikos
AU  - Law, Effie Lai-Chong
AU  - Shum, Hubert P. H.
T2  - Proceedings of the 2025 SpaceCHI
TI  - Integrating Human-in-the-loop AI to Tackle Space Communication Delay Challenges
PY  - 2025
ER  -

Using Fixed and Mobile Eye Tracking to Understand How Visitors View Art in a Museum: A Study at the Bowes Museum, County Durham, UK
Proceedings of the 2025 ADHO Digital Humanities Conference (DH), 2025
Claire Warwick, Andrew Beresford, Soazig Casteau, Hubert P. H. Shum, Daniel T. Smith and Francis Xiatian Zhang
Topics: Artwork Analysis
Webpage Cite This Plain Text

Claire Warwick, Andrew Beresford, Soazig Casteau, Hubert P. H. Shum, Daniel T. Smith and Francis Xiatian Zhang, "Using Fixed and Mobile Eye Tracking to Understand How Visitors View Art in a Museum: A Study at the Bowes Museum, County Durham, UK," in DH '25: Proceedings of the 2025 ADHO Digital Humanities Conference, Lisbon, Portugal, 2025.

Bibtex

@inproceedings{warwick25using,
author={Warwick, Claire and Beresford, Andrew and Casteau, Soazig and Shum, Hubert P. H. and Smith, Daniel T. and Zhang, Francis Xiatian},
booktitle={Proceedings of the 2025 ADHO Digital Humanities Conference},
series={DH '25},
title={Using Fixed and Mobile Eye Tracking to Understand How Visitors View Art in a Museum: A Study at the Bowes Museum, County Durham, UK},
year={2025},
location={Lisbon, Portugal},
}

RIS

TY  - CONF
AU  - Warwick, Claire
AU  - Beresford, Andrew
AU  - Casteau, Soazig
AU  - Shum, Hubert P. H.
AU  - Smith, Daniel T.
AU  - Zhang, Francis Xiatian
T2  - Proceedings of the 2025 ADHO Digital Humanities Conference
TI  - Using Fixed and Mobile Eye Tracking to Understand How Visitors View Art in a Museum: A Study at the Bowes Museum, County Durham, UK
PY  - 2025
ER  -

Paper

FineCausal: A Causal-Based Framework for Interpretable Fine-Grained Action Quality Assessment H5-Index: 115^#
Proceedings of the 2025 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 2025
Ruisheng Han, Kanglei Zhou, Amir Atapour-Abarghouei, Xiaohui Liang and Hubert P. H. Shum
Topics: Motion Analysis, Video Analysis
Webpage Cite This Plain Text

Ruisheng Han, Kanglei Zhou, Amir Atapour-Abarghouei, Xiaohui Liang and Hubert P. H. Shum, "FineCausal: A Causal-Based Framework for Interpretable Fine-Grained Action Quality Assessment," in CVPRW '25: Proceedings of the 2025 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, Nashville, USA, IEEE/CVF, 2025.

Bibtex

@inproceedings{han25finecasual,
author={Han, Ruisheng and Zhou, Kanglei and Atapour-Abarghouei, Amir and Liang, Xiaohui and Shum, Hubert P. H.},
booktitle={Proceedings of the 2025 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops},
series={CVPRW '25},
title={FineCausal: A Causal-Based Framework for Interpretable Fine-Grained Action Quality Assessment},
year={2025},
publisher={IEEE/CVF},
location={Nashville, USA},
}

RIS

TY  - CONF
AU  - Han, Ruisheng
AU  - Zhou, Kanglei
AU  - Atapour-Abarghouei, Amir
AU  - Liang, Xiaohui
AU  - Shum, Hubert P. H.
T2  - Proceedings of the 2025 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops
TI  - FineCausal: A Causal-Based Framework for Interpretable Fine-Grained Action Quality Assessment
PY  - 2025
PB  - IEEE/CVF
ER  -

Paper GitHub

TFDM: Time-Variant Frequency-Based Point Cloud Diffusion with Mamba
arXiv Preprint, 2025
Jiaxu Liu, Li Li, Hubert P. H. Shum and Toby P. Breckon
Topics:
Webpage Cite This Plain Text

Jiaxu Liu, Li Li, Hubert P. H. Shum and Toby P. Breckon, "TFDM: Time-Variant Frequency-Based Point Cloud Diffusion with Mamba," arXiv preprint arXiv:2503.13004, 2025.

Bibtex

@article{liu24tfdm,
author={Liu, Jiaxu and Li, Li and Shum, Hubert P. H. and Breckon, Toby P.},
journal={arXiv},
title={TFDM: Time-Variant Frequency-Based Point Cloud Diffusion with Mamba},
year={2025},
numpages={10},
eprint={arXiv:2503.13004},
archivePrefix={arXiv},
primaryClass={cs.CV},
doi={10.48550/arXiv.2503.13004},
url={https://arxiv.org/abs/2503.13004},
}

RIS

TY  - Preprint
AU  - Liu, Jiaxu
AU  - Li, Li
AU  - Shum, Hubert P. H.
AU  - Breckon, Toby P.
JO  - arXiv preprints
SP  - arXiv:2503.13004
KW  - cs.CV
TI  - TFDM: Time-Variant Frequency-Based Point Cloud Diffusion with Mamba
PY  - 2025
DO  - 10.48550/arXiv.2503.13004
ER  -

One-Index Vector Quantization Based Adversarial Attack on Image Classification Impact Factor: 3.9^†
Pattern Recognition Letters (PRL), 2024
Haiju Fan, Xiaona Qin, Shuang Chen, Hubert P. H. Shum and Ming Li
Topics: Cybersecurity
Webpage Cite This Plain Text

Haiju Fan, Xiaona Qin, Shuang Chen, Hubert P. H. Shum and Ming Li, "One-Index Vector Quantization Based Adversarial Attack on Image Classification," Pattern Recognition Letters, vol. 186, pp. 47-56, Elsevier, 2024.

Bibtex

@article{fan24oneindex,
author={Fan, Haiju and Qin, Xiaona and Chen, Shuang and Shum, Hubert P. H. and Li, Ming},
journal={Pattern Recognition Letters},
title={One-Index Vector Quantization Based Adversarial Attack on Image Classification},
year={2024},
volume={186},
pages={47--56},
numpages={10},
doi={10.1016/j.patrec.2024.09.001},
issn={0167-8655},
publisher={Elsevier},
}

RIS

TY  - JOUR
AU  - Fan, Haiju
AU  - Qin, Xiaona
AU  - Chen, Shuang
AU  - Shum, Hubert P. H.
AU  - Li, Ming
T2  - Pattern Recognition Letters
TI  - One-Index Vector Quantization Based Adversarial Attack on Image Classification
PY  - 2024
VL  - 186
SP  - 47
EP  - 56
DO  - 10.1016/j.patrec.2024.09.001
SN  - 0167-8655
PB  - Elsevier
ER  -

Paper

Self-Regulated Sample Diversity in Large Language Models H5-Index: 132^# Core A Conference^‡
Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics (NAACL), 2024
Mingyue Liu, Jonathan Frawley, Sarah Wyer, Hubert P. H. Shum, Sara L. Uckelman, Sue Black and Chris G. Willcocks
Topics: Language Models
Webpage Cite This Plain Text

Mingyue Liu, Jonathan Frawley, Sarah Wyer, Hubert P. H. Shum, Sara L. Uckelman, Sue Black and Chris G. Willcocks, "Self-Regulated Sample Diversity in Large Language Models," in NAACL '24: Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics, pp. 1891-1899, Mexico City, Mexico, ACL, 2024.

Bibtex

@inproceedings{liu24self,
author={Liu, Mingyue and Frawley, Jonathan and Wyer, Sarah and Shum, Hubert P. H. and Uckelman, Sara L. and Black, Sue and Willcocks, Chris G.},
booktitle={Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics},
series={NAACL '24},
title={Self-Regulated Sample Diversity in Large Language Models},
year={2024},
pages={1891--1899},
numpages={9},
doi={10.18653/v1/2024.findings-naacl.122},
publisher={ACL},
location={Mexico City, Mexico},
}

RIS

TY  - CONF
AU  - Liu, Mingyue
AU  - Frawley, Jonathan
AU  - Wyer, Sarah
AU  - Shum, Hubert P. H.
AU  - Uckelman, Sara L.
AU  - Black, Sue
AU  - Willcocks, Chris G.
T2  - Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics
TI  - Self-Regulated Sample Diversity in Large Language Models
PY  - 2024
SP  - 1891
EP  - 1899
DO  - 10.18653/v1/2024.findings-naacl.122
PB  - ACL
ER  -

Paper

Neural-Code PIFu: High-Fidelity Single Image 3D Human Reconstruction via Neural Code Integration H5-Index: 56^#
Proceedings of the 2024 International Conference on Pattern Recognition (ICPR), 2024
Ruizhi Liu, Paolo Remagnino and Hubert P. H. Shum
Topics: 3D Reconstruction, Surface Modelling
Webpage Cite This Plain Text

Ruizhi Liu, Paolo Remagnino and Hubert P. H. Shum, "Neural-Code PIFu: High-Fidelity Single Image 3D Human Reconstruction via Neural Code Integration," in ICPR '24: Proceedings of the 2024 International Conference on Pattern Recognition, Kolkata, India, 2024.

Bibtex

@inproceedings{liu24neuralcode,
author={Liu, Ruizhi and Remagnino, Paolo and Shum, Hubert P. H.},
booktitle={Proceedings of the 2024 International Conference on Pattern Recognition},
series={ICPR '24},
title={Neural-Code PIFu: High-Fidelity Single Image 3D Human Reconstruction via Neural Code Integration},
year={2024},
location={Kolkata, India},
}

RIS

TY  - CONF
AU  - Liu, Ruizhi
AU  - Remagnino, Paolo
AU  - Shum, Hubert P. H.
T2  - Proceedings of the 2024 International Conference on Pattern Recognition
TI  - Neural-Code PIFu: High-Fidelity Single Image 3D Human Reconstruction via Neural Code Integration
PY  - 2024
ER  -

Paper

Chatbots and Art Critique: A Comparative Study of Chatbot and Human Experts in Traditional Chinese Painting Education
Proceedings of the 2024 Nordic Conference on Human-Computer Interaction (NordiCHI), 2024
Jinyu Liu, Effie Lai-Chong Law and Hubert P. H. Shum
Topics: Artwork Analysis, Language Models
Webpage Cite This Plain Text

Jinyu Liu, Effie Lai-Chong Law and Hubert P. H. Shum, "Chatbots and Art Critique: A Comparative Study of Chatbot and Human Experts in Traditional Chinese Painting Education," in NordiCHI '24: Proceedings of the 2024 Nordic Conference on Human-Computer Interaction, pp. 50, Uppsala, Sweden, ACM, 2024.

Bibtex

@inproceedings{liu24chatbots,
author={Liu, Jinyu and Law, Effie Lai-Chong and Shum, Hubert P. H.},
booktitle={Proceedings of the 2024 Nordic Conference on Human-Computer Interaction},
series={NordiCHI '24},
title={Chatbots and Art Critique: A Comparative Study of Chatbot and Human Experts in Traditional Chinese Painting Education},
year={2024},
pages={50},
numpages={13},
doi={10.1145/3679318.3685385},
isbn={9.80E+12},
publisher={ACM},
location={Uppsala, Sweden},
}

RIS

TY  - CONF
AU  - Liu, Jinyu
AU  - Law, Effie Lai-Chong
AU  - Shum, Hubert P. H.
T2  - Proceedings of the 2024 Nordic Conference on Human-Computer Interaction
TI  - Chatbots and Art Critique: A Comparative Study of Chatbot and Human Experts in Traditional Chinese Painting Education
PY  - 2024
SP  - 50
EP  - 50
DO  - 10.1145/3679318.3685385
SN  - 9.80E+12
PB  - ACM
ER  -

Paper

Repeat and Concatenate: 2D to 3D Image Translation with 3D to 3D Generative Modeling Best Paper Award H5-Index: 115^#
Proceedings of the 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 2024
Abril Corona-Figueroa, Hubert P. H. Shum and Chris G. Willcocks
Topics: 3D Reconstruction, Biomedical Engineering, Medical Imaging
Webpage Cite This Plain Text

Abril Corona-Figueroa, Hubert P. H. Shum and Chris G. Willcocks, "Repeat and Concatenate: 2D to 3D Image Translation with 3D to 3D Generative Modeling," in CVPRW '24: Proceedings of the 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, pp. 2315-2324, Seattle, USA, IEEE/CVF, 2024.

Bibtex

@inproceedings{coronafigueroaa24repeat,
author={Corona-Figueroa, Abril and Shum, Hubert P. H. and Willcocks, Chris G.},
booktitle={Proceedings of the 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops},
series={CVPRW '24},
title={Repeat and Concatenate: 2D to 3D Image Translation with 3D to 3D Generative Modeling},
year={2024},
pages={2315--2324},
numpages={10},
doi={10.1109/CVPRW63382.2024.00237},
publisher={IEEE/CVF},
location={Seattle, USA},
}

RIS

TY  - CONF
AU  - Corona-Figueroa, Abril
AU  - Shum, Hubert P. H.
AU  - Willcocks, Chris G.
T2  - Proceedings of the 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops
TI  - Repeat and Concatenate: 2D to 3D Image Translation with 3D to 3D Generative Modeling
PY  - 2024
SP  - 2315
EP  - 2324
DO  - 10.1109/CVPRW63382.2024.00237
PB  - IEEE/CVF
ER  -

Paper

ST-SACLF: Style Transfer Informed Self-Attention Classifier for Bias-Aware Painting Classification
Book Chapter: Communications in Computer and Information Science (CCIS), 2024
Mridula Vijendran, Frederick W. B. Li, Jingjing Deng and Hubert P. H. Shum
Topics: Face Modelling, Responsible AI, Artwork Analysis
Webpage Cite This Plain Text

Mridula Vijendran, Frederick W. B. Li, Jingjing Deng and Hubert P. H. Shum, "ST-SACLF: Style Transfer Informed Self-Attention Classifier for Bias-Aware Painting Classification," in CCIS '24: Communications in Computer and Information Science, pp. 181-205, Springer, 2024.

Bibtex

@incollection{vijendran24stsaclf,
author={Vijendran, Mridula and Li, Frederick W. B. and Deng, Jingjing and Shum, Hubert P. H.},
booktitle={Communications in Computer and Information Science},
series={CCIS '24},
title={ST-SACLF: Style Transfer Informed Self-Attention Classifier for Bias-Aware Painting Classification},
year={2024},
pages={181--205},
numpages={25},
doi={10.1007/978-3-031-66743-5_9},
isbn={978-3-031-66743-5},
publisher={Springer},
}

RIS

TY  - CHAP
AU  - Vijendran, Mridula
AU  - Li, Frederick W. B.
AU  - Deng, Jingjing
AU  - Shum, Hubert P. H.
T2  - Communications in Computer and Information Science
TI  - ST-SACLF: Style Transfer Informed Self-Attention Classifier for Bias-Aware Painting Classification
PY  - 2024
SP  - 181
EP  - 205
DO  - 10.1007/978-3-031-66743-5_9
SN  - 978-3-031-66743-5
PB  - Springer
ER  -

Paper

ACM SIGGRAPH / Eurographics Symposium of Computer Animation 2022 Impact Factor: 2.7^†
Editorship: Computer Graphics Forum (CGF), 2022
Hubert P. H. Shum, Julien Pettré, Dominik L. Michels and Sören Pirk
Topics:
Webpage Cite This Plain Text

Hubert P. H. Shum, Julien Pettré, Dominik L. Michels and Sören Pirk, "ACM SIGGRAPH / Eurographics Symposium of Computer Animation 2022," Computer Graphics Forum, vol. 41, no. 8, pp. i-xiv, John Wiley and Sons Ltd., 2022.

Bibtex

@article{shum22acm,
author={Shum, Hubert P. H. and Pettré, Julien and Michels, Dominik L. and Pirk, Sören},
journal={Computer Graphics Forum},
title={ACM SIGGRAPH / Eurographics Symposium of Computer Animation 2022},
year={2022},
volume={41},
number={8},
pages={i--xiv},
numpages={14},
doi={10.1111/cgf.14648},
publisher={John Wiley and Sons Ltd.},
Address={Chichester, UK},
}

RIS

TY  - JOUR
AU  - Shum, Hubert P. H.
AU  - Pettré, Julien
AU  - Michels, Dominik L.
AU  - Pirk, Sören
T2  - Computer Graphics Forum
TI  - ACM SIGGRAPH / Eurographics Symposium of Computer Animation 2022
PY  - 2022
VL  - 41
IS  - 8
SP  - i
EP  - xiv
DO  - 10.1111/cgf.14648
PB  - John Wiley and Sons Ltd.
ER  -

Paper

Semi-Supervised Crowd Counting from Unlabeled Data
arXiv Preprint, 2021
Haoran Duan, Fan Wan, Rui Sun, Zeyu Wang, Varun Ojha, Yu Guan, Hubert P. H. Shum, Bingzhang Hu and Yang Long
Topics: Crowd Modelling
Webpage Cite This Plain Text

Haoran Duan, Fan Wan, Rui Sun, Zeyu Wang, Varun Ojha, Yu Guan, Hubert P. H. Shum, Bingzhang Hu and Yang Long, "Semi-Supervised Crowd Counting from Unlabeled Data," arXiv preprint arXiv:2108.13969, 2021.

Bibtex

@article{duan21crowd,
author={Duan, Haoran and Wan, Fan and Sun, Rui and Wang, Zeyu and Ojha, Varun and Guan, Yu and Shum, Hubert P. H. and Hu, Bingzhang and Long, Yang},
journal={arXiv},
title={Semi-Supervised Crowd Counting from Unlabeled Data},
year={2021},
numpages={24},
eprint={arXiv:2108.13969},
archivePrefix={arXiv},
primaryClass={cs.CV},
doi={10.48550/arXiv.2108.13969},
url={https://arxiv.org/abs/2108.13969},
}

RIS

TY  - Preprint
AU  - Duan, Haoran
AU  - Wan, Fan
AU  - Sun, Rui
AU  - Wang, Zeyu
AU  - Ojha, Varun
AU  - Guan, Yu
AU  - Shum, Hubert P. H.
AU  - Hu, Bingzhang
AU  - Long, Yang
JO  - arXiv preprints
SP  - arXiv:2108.13969
KW  - cs.CV
TI  - Semi-Supervised Crowd Counting from Unlabeled Data
PY  - 2021
DO  - 10.48550/arXiv.2108.13969
ER  -

Paper

Foreword to Special Section on Motion, Interactions and Games Impact Factor: 2.5^†
Editorship: Computers and Graphics (C&G), 2020
Marie-Paule Cani, Edmond S. L. Ho, Tiberiu Popa and Hubert P. H. Shum
Topics:
Webpage Cite This Plain Text

Marie-Paule Cani, Edmond S. L. Ho, Tiberiu Popa and Hubert P. H. Shum, "Foreword to Special Section on Motion, Interactions and Games," Computers and Graphics, vol. 89, pp. A4-A5, Elsevier, 2020.

Bibtex

@article{mariepaule20foreword,
author={Cani, Marie-Paule and Ho, Edmond S. L. and Popa, Tiberiu and Shum, Hubert P. H.},
journal={Computers and Graphics},
title={Foreword to Special Section on Motion, Interactions and Games},
year={2020},
volume={89},
pages={A4--A5},
numpages={2},
doi={10.1016/j.cag.2020.05.023},
issn={0097-8493},
publisher={Elsevier},
}

RIS

TY  - JOUR
AU  - Cani, Marie-Paule
AU  - Ho, Edmond S. L.
AU  - Popa, Tiberiu
AU  - Shum, Hubert P. H.
T2  - Computers and Graphics
TI  - Foreword to Special Section on Motion, Interactions and Games
PY  - 2020
VL  - 89
SP  - A4
EP  - A5
DO  - 10.1016/j.cag.2020.05.023
SN  - 0097-8493
PB  - Elsevier
ER  -

Paper

MIG '19: Motion, Interaction and Games
Editorship: Proceedings of the 2019 ACM SIGGRAPH Conference on Motion, Interaction and Games, 2019
Hubert P. H. Shum, Edmond S. L. Ho, Marie-Paule Cani, Tiberiu Popa, Daniel Holden and He Wang
Topics:
Webpage Cite This Plain Text

Hubert P. H. Shum, Edmond S. L. Ho, Marie-Paule Cani, Tiberiu Popa, Daniel Holden and He Wang, "MIG '19: Motion, Interaction and Games," in MIG '19: Proceedings of the 2019 ACM SIGGRAPH Conference on Motion, Interaction and Games, Newcastle upon Tyne, United Kingdom, ACM, Oct 2019.

Bibtex

@inproceedings{shummig2019,
author={Shum, Hubert P. H. and Ho, Edmond S. L. and Cani, Marie-Paule and Popa, Tiberiu and Holden, Daniel and Wang, He},
booktitle={Proceedings of the 2019 ACM SIGGRAPH Conference on Motion, Interaction and Games},
series={MIG '19},
title={MIG '19: Motion, Interaction and Games},
year={2019},
month={10},
doi={10.1145/3359566},
isbn={978-1-4503-6994-7},
publisher={ACM},
Address={New York, NY, USA},
location={Newcastle upon Tyne, United Kingdom},
}

RIS

TY  - CONF
AU  - Shum, Hubert P. H.
AU  - Ho, Edmond S. L.
AU  - Cani, Marie-Paule
AU  - Popa, Tiberiu
AU  - Holden, Daniel
AU  - Wang, He
T2  - Proceedings of the 2019 ACM SIGGRAPH Conference on Motion, Interaction and Games
TI  - MIG '19: Motion, Interaction and Games
PY  - 2019
Y1  - 10 2019
DO  - 10.1145/3359566
SN  - 978-1-4503-6994-7
PB  - ACM
ER  -

Paper Part 1 Paper Part 2

Motion Analysis of Work Conditions using Commercial Depth Cameras in Real Industrial Conditions
Book Chapter: DHM and Posturography, 2019
Pierre Plantard, Hubert P. H. Shum and Franck Multon
Topics: Motion Analysis
Webpage Cite This Plain Text

Pierre Plantard, Hubert P. H. Shum and Franck Multon, "Motion Analysis of Work Conditions using Commercial Depth Cameras in Real Industrial Conditions," in DHM and Posturography, pp. 673-682, Academic Press, 2019.

Bibtex

@incollection{plantard19motion,
author={Plantard, Pierre and Shum, Hubert P. H. and Multon, Franck},
booktitle={DHM and Posturography},
title={Motion Analysis of Work Conditions using Commercial Depth Cameras in Real Industrial Conditions},
year={2019},
pages={673--682},
numpages={10},
doi={10.1016/B978-0-12-816713-7.00052-0},
isbn={978-0-12-816713-7},
publisher={Academic Press},
}

RIS

TY  - CHAP
AU  - Plantard, Pierre
AU  - Shum, Hubert P. H.
AU  - Multon, Franck
T2  - DHM and Posturography
TI  - Motion Analysis of Work Conditions using Commercial Depth Cameras in Real Industrial Conditions
PY  - 2019
SP  - 673
EP  - 682
DO  - 10.1016/B978-0-12-816713-7.00052-0
SN  - 978-0-12-816713-7
PB  - Academic Press
ER  -

Paper

Patient Assessment Assistant Using Augmented Reality
Proceedings of the 2018 UK-China Newton Fund Researcher Links Workshop Health and Well-being Through VR and AR, 2018
Edmond S. L. Ho, Kevin D. McCay, Hubert P. H. Shum, Longzhi Yang, David Sainsbury and Peter Hodgkinson
Topics: Virtual Reality, Face Modelling
Webpage Cite This Plain Text

Edmond S. L. Ho, Kevin D. McCay, Hubert P. H. Shum, Longzhi Yang, David Sainsbury and Peter Hodgkinson, "Patient Assessment Assistant Using Augmented Reality," in AR '21: Proceedings of the 2018 UK-China Newton Fund Researcher Links Workshop Health and Well-being Through VR and AR, Xian, China, Jun 2018.

Bibtex

@inproceedings{ho18using,
author={Ho, Edmond S. L. and McCay, Kevin D. and Shum, Hubert P. H. and Yang, Longzhi and Sainsbury, David and Hodgkinson, Peter},
booktitle={Proceedings of the 2018 UK-China Newton Fund Researcher Links Workshop Health and Well-being Through VR and AR},
series={AR '21},
title={Patient Assessment Assistant Using Augmented Reality},
year={2018},
month={6},
numpages={9},
location={Xian, China},
}

RIS

TY  - CONF
AU  - Ho, Edmond S. L.
AU  - McCay, Kevin D.
AU  - Shum, Hubert P. H.
AU  - Yang, Longzhi
AU  - Sainsbury, David
AU  - Hodgkinson, Peter
T2  - Proceedings of the 2018 UK-China Newton Fund Researcher Links Workshop Health and Well-being Through VR and AR
TI  - Patient Assessment Assistant Using Augmented Reality
PY  - 2018
Y1  - 6 2018
ER  -

Paper

Foreword to the Special Section on Motion in Games 2016 Impact Factor: 2.5^†
Editorship: Computers and Graphics (C&G), 2017
Hubert P. H. Shum, Ronan Boulic and Michael Neff
Topics:
Webpage Cite This Plain Text

Hubert P. H. Shum, Ronan Boulic and Michael Neff, "Foreword to the Special Section on Motion in Games 2016," Computers and Graphics, vol. 69, pp. A3-A4, Elsevier, 2017.

Bibtex

@article{shum17foreward,
author={Shum, Hubert P. H. and Boulic, Ronan and Neff, Michael},
journal={Computers and Graphics},
title={Foreword to the Special Section on Motion in Games 2016},
year={2017},
volume={69},
pages={A3--A4},
numpages={2},
doi={10.1016/j.cag.2017.11.002},
issn={0097-8493},
publisher={Elsevier},
}

RIS

TY  - JOUR
AU  - Shum, Hubert P. H.
AU  - Boulic, Ronan
AU  - Neff, Michael
T2  - Computers and Graphics
TI  - Foreword to the Special Section on Motion in Games 2016
PY  - 2017
VL  - 69
SP  - A3
EP  - A4
DO  - 10.1016/j.cag.2017.11.002
SN  - 0097-8493
PB  - Elsevier
ER  -

Paper

Proceedings of the 9th International Conference on Motion in Games
Editorship: Proceedings of the 2016 ACM International Conference on Motion in Games (MIG), 2016
Michael Neff, Roland Geraerts and Hubert P. H. Shum
Topics:
Webpage Cite This Plain Text

Michael Neff, Roland Geraerts and Hubert P. H. Shum, "Proceedings of the 9th International Conference on Motion in Games," in MIG '16: Proceedings of the 2016 ACM International Conference on Motion in Games, San Francisco, USA, ACM, Oct 2016.

Bibtex

@inproceedings{neff16proceedings,
author={Neff, Michael and Geraerts, Roland and Shum, Hubert P. H.},
booktitle={Proceedings of the 2016 ACM International Conference on Motion in Games},
series={MIG '16},
title={Proceedings of the 9th International Conference on Motion in Games},
year={2016},
month={10},
doi={10.1145/2994258},
isbn={978-1-4503-4592-7},
publisher={ACM},
Address={New York, NY, USA},
location={San Francisco, USA},
}

RIS

TY  - CONF
AU  - Neff, Michael
AU  - Geraerts, Roland
AU  - Shum, Hubert P. H.
T2  - Proceedings of the 2016 ACM International Conference on Motion in Games
TI  - Proceedings of the 9th International Conference on Motion in Games
PY  - 2016
Y1  - 10 2016
DO  - 10.1145/2994258
SN  - 978-1-4503-4592-7
PB  - ACM
ER  -

Paper Part 1 Paper Part 2

An Interactive Human Morphing System with Self-Occlusion Enhancement Best Poster Award
Proceedings of the 2016 ACM International Conference on Motion in Games (MIG) Posters, 2016
Zhiguang Liu, Howard Leung and Hubert P. H. Shum
Topics:
Webpage Cite This Plain Text

Zhiguang Liu, Howard Leung and Hubert P. H. Shum, "An Interactive Human Morphing System with Self-Occlusion Enhancement," in MIG '16: Proceedings of the 2016 ACM International Conference on Motion in Games, pp. 197-197, San Francisco, USA, ACM, Oct 2016.

Bibtex

@inproceedings{liu16interactive,
author={Liu, Zhiguang and Leung, Howard and Shum, Hubert P. H.},
booktitle={Proceedings of the 2016 ACM International Conference on Motion in Games},
series={MIG '16},
title={An Interactive Human Morphing System with Self-Occlusion Enhancement},
year={2016},
month={10},
pages={197--197},
numpages={1},
doi={10.1145/2994258.2994286},
isbn={978-1-4503-4592-7},
publisher={ACM},
Address={New York, NY, USA},
location={San Francisco, USA},
}

RIS

TY  - CONF
AU  - Liu, Zhiguang
AU  - Leung, Howard
AU  - Shum, Hubert P. H.
T2  - Proceedings of the 2016 ACM International Conference on Motion in Games
TI  - An Interactive Human Morphing System with Self-Occlusion Enhancement
PY  - 2016
Y1  - 10 2016
SP  - 197
EP  - 197
DO  - 10.1145/2994258.2994286
SN  - 978-1-4503-4592-7
PB  - ACM
ER  -

Paper

Manufacturing Video Graphics
Patent: Patent from the World Intellectual Property Organization, 2010
Taku Komura and Hubert P. H. Shum
Topics: Character Animation, Interaction Modelling
Webpage Cite This Plain Text

Taku Komura and Hubert P. H. Shum, "Manufacturing Video Graphics," WO Patent WO/2010/057897, 2010.

Bibtex

@misc{komura10manufacturing,
author={Komura, Taku and Shum, Hubert P. H.},
title={Manufacturing Video Graphics},
year={2010},
publisher={WO Patent WO/2010/057897},
}

RIS

TY  - GEN
AU  - Komura, Taku
AU  - Shum, Hubert P. H.
TI  - Manufacturing Video Graphics
PY  - 2010
PB  - WO Patent WO/2010/057897
ER  -

Paper WIPO IP Portal

Technical Note: Generating Realistic Fighting Scenes by Game Tree
arXiv Preprint, 2006
Hubert P. H. Shum and Taku Komura
Topics: Character Animation, Interaction Modelling
Webpage Cite This Plain Text

Hubert P. H. Shum and Taku Komura, "Technical Note: Generating Realistic Fighting Scenes by Game Tree," arXiv preprint arXiv:2006.11620, 2006.

Bibtex

@article{shum06technical,
author={Shum, Hubert P. H. and Komura, Taku},
journal={arXiv},
title={Technical Note: Generating Realistic Fighting Scenes by Game Tree},
year={2006},
numpages={7},
eprint={arXiv:2006.11620},
archivePrefix={arXiv},
primaryClass={cs.GR},
doi={10.48550/arXiv.2006.11620},
url={https://arxiv.org/abs/2006.11620},
}

RIS

TY  - Preprint
AU  - Shum, Hubert P. H.
AU  - Komura, Taku
JO  - arXiv preprints
SP  - arXiv:2006.11620
KW  - cs.GR
TI  - Technical Note: Generating Realistic Fighting Scenes by Game Tree
PY  - 2006
DO  - 10.48550/arXiv.2006.11620
ER  -

Paper

† According to Journal Citation Reports 2023
‡ According to Core Ranking 2023
# According to Google Scholar 2025

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Last updated on 19 May 2025
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