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Research Publications - Motion Analysis / 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 Surface Modelling Face Modelling Responsible AI Robotics Hands and Gestures Surveillance Cybersecurity Artwork Analysis Medical Imaging Air and Space Datasets Literature Review

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We analyse human motion for a wide range of applications including motion disorder diagnosis, surgery performance analysis, motion ergonomics, sports performance evaluation and healthcare training.

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Journal Papers

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

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

Enhancing Surgical Performance in Cardiothoracic Surgery with Innovations from Computer Vision and Artificial Intelligence: A Narrative Review Impact Factor: 1.5^†
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 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: 16^#
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},
series={VR '24},
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

Hierarchical Graph Convolutional Networks for Action Quality Assessment Impact Factor: 8.3^† Top 10% Journal in Engineering, Electrical & Electronic^† Citation: 36^#
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},
series={TCSVT '24},
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},
series={TNSRE '24},
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 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},
series={JMS '24},
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},
series={SIMPAC '24},
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

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},
series={TVCG '24},
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

Abnormal Infant Movements Classification with Deep Learning on Pose-Based Features REF 2021 Submitted Output Impact Factor: 3.4^† Citation: 77^#
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},
series={Access '24},
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

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},
series={TNSRE '24},
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

Validation of an Ergonomic Assessment Method using Kinect Data in Real Workplace Conditions Impact Factor: 3.1^† Top 25% Journal in Ergonomics^† Citation: 298^#
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},
series={AE '24},
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

Posture-Based and Action-Based Graphs for Boxing Skill Visualization Impact Factor: 2.5^† Citation: 21^#
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},
series={C&G '24},
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

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},
series={IJIE '24},
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

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},
series={IJHFMS '24},
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

Conference Papers

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

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

Cerebral Palsy Prediction with Frequency Attention Informed Graph Convolutional Networks Oral Paper Citation: 14^#
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

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

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

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

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

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

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

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

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

Posters

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

Book Chapters

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 Posturography '24: 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},
series={Posturography '24},
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

Eprints

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},
series={Preprint '24},
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  -

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

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Last updated on 15 April 2025
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