Research Publications

Topic:​ All Character Animation Interaction Modelling Motion Analysis Biomedical Engineering Action Recognition 3D Reconstruction Face Modelling Virtual Reality Biometrics and Surveillance Surface Modelling Robotics Environment Understanding Crowd Modelling Hands and Gestures Literature Review

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Citations 100+

Validation of an Ergonomic Assessment Method using Kinect Data in Real Workplace Conditions
Validation of an Ergonomic Assessment Method using Kinect Data in Real Workplace Conditions  Impact Factor: 3.2 Citation: 268#
Applied Ergonomics (AE), 2017
Pierre Plantard, Hubert P. H. Shum, Anne-Sophie Le Pierres and Franck Multon
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Citations 50+

Abnormal Infant Movements Classification with Deep Learning on Pose-Based Features
Abnormal Infant Movements Classification with Deep Learning on Pose-Based Features REF 2021 Submitted Output Impact Factor: 3.9 Citation: 65#
IEEE Access, 2020
Kevin D. McCay, Edmond S. L. Ho, Hubert P. H. Shum, Gerhard Fehringer, Claire Marcroft and Nicholas Embleton
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Citations 30+

Inverse Dynamics Based on Occlusion-Resistant Kinect Data: Is It Usable for Ergonomics?
Inverse Dynamics Based on Occlusion-Resistant Kinect Data: Is It Usable for Ergonomics?  Impact Factor: 3.1 Citation: 42#
International Journal of Industrial Ergonomics (IJIE), 2017
Pierre Plantard, Antoine Muller, Charles Pontonnier, Georges Dumont, Hubert P. H. Shum and Franck Multon
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Citations 20+

A Pose-Based Feature Fusion and Classification Framework for the Early Prediction of Cerebral Palsy in Infants
A Pose-Based Feature Fusion and Classification Framework for the Early Prediction of Cerebral Palsy in Infants  Impact Factor: 4.9 Citation: 23#
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
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Interaction-Based Human Activity Comparison
Interaction-Based Human Activity Comparison REF 2021 Submitted Output Impact Factor: 5.2 Top 25% Journal in Computer Science, Software Engineering Citation: 23#
IEEE Transactions on Visualization and Computer Graphics (TVCG), 2020
Yijun Shen, Longzhi Yang, Edmond S. L. Ho and Hubert P. H. Shum
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Automatic Musculoskeletal and Neurological Disorder Diagnosis with Relative Joint Displacement from Human Gait
Automatic Musculoskeletal and Neurological Disorder Diagnosis with Relative Joint Displacement from Human Gait REF 2021 Submitted Output Impact Factor: 4.9 Citation: 21#
IEEE Transactions on Neural Systems and Rehabilitation Engineering (TNSRE), 2018
Worasak Rueangsirarak, Jingtian Zhang, Nauman Aslam and Hubert P. H. Shum
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Citations 10+

Posture-Based and Action-Based Graphs for Boxing Skill Visualization
Posture-Based and Action-Based Graphs for Boxing Skill Visualization  Impact Factor: 2.5 Citation: 18#
Computers and Graphics (C&G), 2017
Yijun Shen, He Wang, Edmond S. L. Ho, Longzhi Yang and Hubert P. H. Shum
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Pose-Based Tremor Classification for Parkinson’s Disease Diagnosis from Video
Pose-Based Tremor Classification for Parkinson’s Disease Diagnosis from Video Core A Conference H5-Index: 89# Core A Conference Citation: 12#
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
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Interpreting Deep Learning Based Cerebral Palsy Prediction with Channel Attention
Interpreting Deep Learning Based Cerebral Palsy Prediction with Channel Attention  Citation: 12#
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
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Usability of Corrected Kinect Measurement for Ergonomic Evaluation in Constrained Environment
Usability of Corrected Kinect Measurement for Ergonomic Evaluation in Constrained Environment  Citation: 11#
International Journal Human Factors Modelling and Simulation (IJHFMS), 2017
Pierre Plantard, Hubert P. H. Shum and Franck Multon
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Citations 0+

SkillVis: A Visualization Tool for Boxing Skill Assessment
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
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A Video-Based Augmented Reality System for Human-in-the-Loop Muscle Strength Assessment of Juvenile Dermatomyositis
A Video-Based Augmented Reality System for Human-in-the-Loop Muscle Strength Assessment of Juvenile Dermatomyositis  Impact Factor: 5.2 Top 25% Journal in Computer Science, Software Engineering
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
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Hierarchical Graph Convolutional Networks for Action Quality Assessment
Hierarchical Graph Convolutional Networks for Action Quality Assessment  Impact Factor: 8.4 Top 10% Journal in Engineering, Electrical & Electronic
IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2023
Kanglei Zhou, Yue Ma, Hubert P. H. Shum and Xiaohui Liang
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Cerebral Palsy Prediction with Frequency Attention Informed Graph Convolutional Networks
Cerebral Palsy Prediction with Frequency Attention Informed Graph Convolutional Networks  Oral Presentation
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
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A Dual-Stream Recurrent Neural Network for Student Feedback Prediction using Kinect
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
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Ergonomics Measurements using Kinect with a Pose Correction Framework
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
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A Two-Stream Convolutional Network for Musculoskeletal and Neurological Disorders Prediction
A Two-Stream Convolutional Network for Musculoskeletal and Neurological Disorders Prediction  Impact Factor: 5.3 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
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CP-AGCN: Pytorch-Based Attention Informed Graph Convolutional Network for Identifying Infants at Risk of Cerebral Palsy
CP-AGCN: Pytorch-Based Attention Informed Graph Convolutional Network for Identifying Infants at Risk of Cerebral Palsy  Impact Factor: 2.1
Software Impacts (SIMPAC), 2022
Haozheng Zhang, Edmond S. L. Ho and Hubert P. H. Shum
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Automatic Evaluation of Boxing Techniques from Captured Shadow Boxing Data
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
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Enhancing Surgical Performance in Cardiothoracic Surgery with Innovations from Computer Vision and Artificial Intelligence: A Narrative Review
Enhancing Surgical Performance in Cardiothoracic Surgery with Innovations from Computer Vision and Artificial Intelligence: A Narrative Review  Impact Factor: 1.6
Journal of Cardiothoracic Surgery (JCS), 2024
Merryn D. Constable, Hubert P. H. Shum and Stephen Clark
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Identifying Abnormal Gait in Older People during Multiple-Tasks Assessment with Audio-Visual Cues
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
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Pose-Based Tremor Type and Level Analysis for Parkinson’s Disease from Video
Pose-Based Tremor Type and Level Analysis for Parkinson’s Disease from Video  Impact Factor: 3.0
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
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An Interactive Motion Analysis Framework for Diagnosing and Rectifying Potential Injuries Caused Through Resistance Training
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
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Motion Analysis of Work Conditions using Commercial Depth Cameras in Real Industrial Conditions
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
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† According to Journal Citation Reports 2022"
‡ According to Core Ranking 2023"
# According to Google Scholar 2023"

 

 

Last updated on 15 June 2024
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