Dr Shanfeng Hu
PhD
, 2016 - 2019
Northumbria University
, UK
- Research topic: Metric representations for shape analysis and synthesis
- Examiners: Prof. Taku Komura, Prof. Longzhi Yang
- Funded by Dr Shum's 2015 Erasmus Mundus project
- Became a Senior Lecturer at Northumbria University.
Grants Involved
Modelling Human Motion for Synthesis and Recognition with Deep Learning on Surface Features
Royal Society International Exchanges (Ref: IES\R2\181024): £12,000, Contributing Researcher (PI: Hubert P. H. Shum)
Received from The Royal Society, UK, 2019-2022
Project Page
Royal Society International Exchanges (Ref: IES\R2\181024): £12,000, Contributing Researcher (PI: Hubert P. H. Shum)
Received from The Royal Society, UK, 2019-2022
Project Page
An Affective Smart Environment for Personalized Learning and Teaching
Royal Society International Exchanges (Ref: IE160609): £11,841, Contributing Researcher (PI: Hubert P. H. Shum)
Received from The Royal Society, UK, 2017-2019
Project Page
Royal Society International Exchanges (Ref: IE160609): £11,841, Contributing Researcher (PI: Hubert P. H. Shum)
Received from The Royal Society, UK, 2017-2019
Project Page
Sustainable Green Economies through Learning, Innovation, Networking and Knowledge Exchange (gLink)
Erasmus Mundus Action 2 Programme (Ref: 2014-0861/001-001): €3.03 million, PhD (PI: Prof. Nauman Aslam)
Received from Erasmus Mundus, 2015-2018
Project Page
Erasmus Mundus Action 2 Programme (Ref: 2014-0861/001-001): €3.03 million, PhD (PI: Prof. Nauman Aslam)
Received from Erasmus Mundus, 2015-2018
Project Page
Publications with the Team
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
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 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},
}
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 GitHubAU - 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 -
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
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 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},
}
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 MaterialAU - 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 -
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
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 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},
}
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 YouTubeAU - 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 -
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
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 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},
}
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 GitHubAU - 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 -
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
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 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},
}
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 YouTubeAU - 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 -
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
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 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},
}
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 -
PaperAU - 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 -
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
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 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},
}
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 -
PaperAU - 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 -
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