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• Computer Vision with Deep Learning for Human Data Modelling
• Deep Learning based Computer Graphics for Creating Virtual Characters
• Computer Vision for Analysing the Context of Paintings, Drawings and Cartoon

Research Publications / Selected Publications

Topic: All / Character Animation / Motion Analysis / Interaction Modelling / 3D Reconstruction / Biomedical Engineering / Action Recognition / Surface Modelling / Virtual Reality / Biometrics / Face Modelling / Crowd Modelling / Hand and Gesture / Robotics / Computational Intelligence

Sort by: Year / Type / Citation / Impact Factor

Year: 2022 / 2021 / 2020 / 2019 / 2018 / 2017 / 2016 / 2015 / 2014 / 2013 / 2012 / 2011 / 2010 / 2009 / 2008 / 2007 / 2006 / 2005 / 2004

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2022

A Pose-based Feature Fusion and Classification Framework for the Early Prediction of Cerebral Palsy in Infants Impact Factor: 3.802^# Citation: 1^##
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
Webpage Paper Github Cite-BibTeX Cite-EndNote Cite-Plain

RobIn: A Robust Interpretable Deep Network for Schizophrenia Diagnosis Impact Factor: 6.954^#
Expert Systems with Applications (ESWA), 2022
Daniel Organisciak, Hubert P. H. Shum, Ephraim Nwoye and Wai Lok Woo
Webpage Paper Cite-BibTeX Cite-EndNote Cite-Plain

Pose-based Tremor Classification for Parkinson’s Disease Diagnosis from Video
Proceedings of the 2022 International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2022
Haozheng Zhang, Edmond S. L. Ho, Xiatian Zhang and Hubert P. H. Shum
Cite-BibTeX Cite-EndNote Cite-Plain

360 Depth Estimation in the Wild - The Depth360 Dataset and the SegFuse Network Citation: 2^##
Proceedings of the 2022 IEEE Conference on Virtual Reality and 3D User Interfaces (VR), 2022
Qi Feng, Hubert P. H. Shum and Shigeo Morishima
Webpage Paper Github YouTube Part 1 YouTube Part 2 Presentation Slides Cite-BibTeX Cite-EndNote Cite-Plain

Cerebral Palsy Prediction with Frequency Attention Informed Graph Convolutional Networks
Proceedings of the 2022 Annual 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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MedNeRF: Medical Neural Radiance Fields for Reconstructing 3D-aware CT-projections from a Single X-ray
Proceedings of the 2022 Annual 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
Webpage Paper Github Cite-BibTeX Cite-EndNote Cite-Plain

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
Webpage Paper Github Cite-BibTeX Cite-EndNote Cite-Plain

GAN-based Reactive Motion Synthesis with Class-aware Discriminators for Human-human Interaction Impact Factor: 1.936^# Citation: 1^##
Computers and Graphics (C&G), 2022
Qianhui Men, Hubert P. H. Shum, Edmond S. L. Ho and Howard Leung
Webpage Paper YouTube Cite-BibTeX Cite-EndNote Cite-Plain

2021

Spatio-temporal Manifold Learning for Human Motions via Long-horizon Modeling Impact Factor: 4.579^# Citation: 42^##
IEEE Transactions on Visualization and Computer Graphics (TVCG), 2021
He Wang, Edmond S. L. Ho, Hubert P. H. Shum and Zhanxing Zhu
Webpage Paper YouTube Cite-BibTeX Cite-EndNote Cite-Plain

LMZMPM: Local Modified Zernike Moment Per-unit Mass for Robust Human Face Recognition Impact Factor: 7.178^# Citation: 7^##
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
Webpage Paper Cite-BibTeX Cite-EndNote Cite-Plain

A Quadruple Diffusion Convolutional Recurrent Network for Human Motion Prediction Impact Factor: 4.685^# Citation: 6^##
IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2021
Qianhui Men, Edmond S. L. Ho, Hubert P. H. Shum and Howard Leung
Webpage Paper Github YouTube Presentation Slides Cite-BibTeX Cite-EndNote Cite-Plain

Facial Reshaping Operator for Controllable Face Beautification Impact Factor: 6.954^#
Expert Systems with Applications (ESWA), 2021
Shanfeng Hu, Hubert P. H. Shum, Xiaohui Liang, Frederick W. B. Li and Nauman Aslam
Webpage Paper Supplementary Materials Source Code Cite-BibTeX Cite-EndNote Cite-Plain

Two-Stage Human Verification using HandCAPTCHA and Anti-Spoofed Finger Biometrics with Feature Selection Impact Factor: 6.954^# Citation: 4^##
Expert Systems with Applications (ESWA), 2021
Asish Bera, Debotosh Bhattacharjee and Hubert P. H. Shum
Webpage Paper Cite-BibTeX Cite-EndNote Cite-Plain

Spoofing Detection on Hand Images Using Quality Assessment Impact Factor: 2.757^# Citation: 1^##
Multimedia Tools and Applications (MTAP), 2021
Asish Bera, Ratnadeep Dey, Debotosh Bhattacharjee, Mita Nasipuri and Hubert P. H. Shum
Webpage Paper Cite-BibTeX Cite-EndNote Cite-Plain

3D Car Shape Reconstruction from a Contour Sketch using GAN and Lazy Learning Impact Factor: 2.601^# Citation: 2^##
Visual Computer, 2021
Naoki Nozawa, Hubert P. H. Shum, Edmond S. L. Ho and Qi Feng
Webpage Paper YouTube Cite-BibTeX Cite-EndNote Cite-Plain

PyTorch-based Implementation of Label-aware Graph Representation for Multi-class Trajectory Prediction
Software Impacts (SIMPAC), 2021
Qianhui Men and Hubert P. H. Shum
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Stable Hand Pose Estimation under Tremor via Graph Neural Network Citation: 1^##
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
Webpage Paper YouTube Cite-BibTeX Cite-EndNote Cite-Plain

STGAE: Spatial Temporal Graph Auto-encoder for Hand Motion Denoising
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
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Semantics-STGCNN: A Semantics-guided Spatial-Temporal Graph Convolutional Network for Multi-class Trajectory Prediction Citation: 2^##
Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics (SMC), 2021
Ben Rainbow, Qianhui Men and Hubert P. H. Shum
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DurLAR: A High-fidelity 128-channel LiDAR Dataset with Panoramic Ambientand Reflectivity Imagery for Multi-modal Autonomous Driving Applications
Proceedings of the 2021 International Conference on 3D Vision (3DV), 2021
Li Li, Khalid N. Ismail, Hubert P. H. Shum and Toby P. Breckon
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Interpreting Deep Learning based Cerebral Palsy Prediction with Channel Attention Citation: 1^##
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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Human-centric Autonomous Driving in an AV-Pedestrian Interactive Environment Using SVO Citation: 1^## Best Paper Award
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
Webpage Paper YouTube Cite-BibTeX Cite-EndNote Cite-Plain

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
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Unmanned Aerial Vehicle Visual Detection and Tracking using Deep Neural Networks: A Performance Benchmark Citation: 7^##
Proceedings of the 2021 International Conference on Computer Vision Workshop on Anti-UAV (ICCVW), 2021
Brian K. S. Isaac-Medina, Matthew Poyser, Daniel Organisciak, Chris G. Willcocks, Toby P. Breckon and Hubert P. H. Shum
Webpage Paper Github Cite-BibTeX Cite-EndNote Cite-Plain

Formation Control for UAVs Using a Flux Guided Approach
arXiv Preprint, 2021
John Hartley, Hubert P. H. Shum, Edmond S. L. Ho, He Wang and Subramanian Ramamoorthy
Webpage Cite-BibTeX Cite-EndNote Cite-Plain

2020

Editorial: Special Issue on Machine Vision with Deep Learning Impact Factor: 7.410^# Citation: 5^##
Editorship: International Journal of Computer Vision (IJCV), 2020
Ling Shao, Hubert P. H. Shum and Timothy Hospedales
Webpage Paper Cite-BibTeX Cite-EndNote Cite-Plain

Foreword to Special Section on Motion, Interactions and Games Impact Factor: 1.936^#
Editorship: Computers and Graphics (C&G), 2020
Marie-Paule Cani, Edmond S. L. Ho, Tiberiu Popa and Hubert P. H. Shum
Webpage Paper Cite-BibTeX Cite-EndNote Cite-Plain

Interaction-based Human Activity Comparison Impact Factor: 4.579^# Citation: 15^##
IEEE Transactions on Visualization and Computer Graphics (TVCG), 2020
Yijun Shen, Longzhi Yang, Edmond S. L. Ho and Hubert P. H. Shum
Webpage Paper Github YouTube Dataset Cite-BibTeX Cite-EndNote Cite-Plain

A Unified Deep Metric Representation for Mesh Saliency Detection and Non-rigid Shape Matching Impact Factor: 6.513^# Citation: 1^##
IEEE Transactions on Multimedia (TMM), 2020
Shanfeng Hu, Hubert P. H. Shum, Nauman Aslam, Frederick W. B. Li and Xiaohui Liang
Webpage Paper YouTube Source Code Cite-BibTeX Cite-EndNote Cite-Plain

Sparse Metric-based Mesh Saliency Impact Factor: 5.719^# Citation: 1^##
Neurocomputing, 2020
Shanfeng Hu, Xiaohui Liang, Hubert P. H. Shum, Frederick W. B. Li and Nauman Aslam
Webpage Paper Dataset Source Code Cite-BibTeX Cite-EndNote Cite-Plain

High-Speed Multi-Person Pose Estimation with Deep Feature Transfer Impact Factor: 3.876^# Citation: 4^##
Computer Vision and Image Understanding (CVIU), 2020
Ying Huang, Hubert P. H. Shum, Edmond S. L. Ho and Nauman Aslam
Webpage Paper Source Code Cite-BibTeX Cite-EndNote Cite-Plain

Unifying Person and Vehicle Re-identification Impact Factor: 3.367^# Citation: 5^##
IEEE Access, 2020
Daniel Organisciak, Dimitrios Sakkos, Edmond S. L. Ho, Nauman Aslam and Hubert P. H. Shum
Webpage Paper Cite-BibTeX Cite-EndNote Cite-Plain

Abnormal Infant Movements Classification with Deep Learning on Pose-based Features Impact Factor: 3.367^# Citation: 25^##
IEEE Access, 2020
Kevin D. McCay, Edmond S. L. Ho, Hubert P. H. Shum, Gerhard Fehringer, Claire Marcroft and Nicholas Embleton
Webpage Paper Github Cite-BibTeX Cite-EndNote Cite-Plain

A Privacy-Preserving Efficient Location-Sharing Scheme for Mobile Online Social Network Applications Impact Factor: 3.367^# Citation: 3^##
IEEE Access, 2020
Munmun Bhattacharya, Sandip Roy, Kamlesh Mistry, Hubert P. H. Shum and Samiran Chattopadhyay
Webpage Paper Cite-BibTeX Cite-EndNote Cite-Plain

Filtering Techniques for Channel Selection in Motor Imagery EEG Applications: A Survey Impact Factor: 8.139^# Citation: 53^##
Artificial Intelligence Review (AIRE), 2020
Muhammad Zeeshan Baig, Nauman Aslam and Hubert P. H. Shum
Webpage Paper Cite-BibTeX Cite-EndNote Cite-Plain

Multi-task Deep Learning with Optical Flow Features for Self-Driving Cars Impact Factor: 2.496^#
IET Intelligent Transport Systems (ITS), 2020
Yuan Hu, Hubert P. H. Shum and Edmond S. L. Ho
Webpage Paper Cite-BibTeX Cite-EndNote Cite-Plain

Cumuliform Cloud Formation Control using Parameter-Predicting Convolutional Neural Network Impact Factor: 1.169^#
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
Webpage Paper YouTube Cite-BibTeX Cite-EndNote Cite-Plain

Image Editing based Data Augmentation for Illumination-insensitive Background Subtraction Impact Factor: 5.396^# Citation: 1^##
Journal of Enterprise Information Management (JEIM), 2020
Dimitrios Sakkos, Edmond S. L. Ho, Hubert P. H. Shum and Garry Elvin
Webpage Paper Github Cite-BibTeX Cite-EndNote Cite-Plain

Resolving Hand-Object Occlusion for Mixed Reality with Joint Deep Learning and Model Optimization Impact Factor: 1.020^#
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
Webpage Paper YouTube Part 1 YouTube Part 2 Source Code Cite-BibTeX Cite-EndNote Cite-Plain

Foreground-aware Dense Depth Estimation for 360 Images Citation: 2^##
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
Webpage Paper YouTube Presentation Slides Supplementary Materials Cite-BibTeX Cite-EndNote Cite-Plain

A Two-Stream Recurrent Network for Skeleton-Based Human Interaction Recognition Citation: 3^##
Proceedings of the 2020 International Conference on Pattern Recognition (ICPR), 2020
Qianhui Men, Howard Leung, Edmond S. L. Ho and Hubert P. H. Shum
Webpage Paper YouTube Presentation Slides Cite-BibTeX Cite-EndNote Cite-Plain

Makeup Style Transfer on Low-quality Images with Weighted Multi-scale Attention Citation: 3^##
Proceedings of the 2020 International Conference on Pattern Recognition (ICPR), 2020
Daniel Organisciak, Edmond S. L. Ho and Hubert P. H. Shum
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Single Sketch Image based 3D Car Shape Reconstruction with Deep Learning and Lazy Learning Citation: 1^## Best Student Paper Award
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
Webpage Paper YouTube Presentation Slides Cite-BibTeX Cite-EndNote Cite-Plain

2019

MIG '19: Motion, Interaction and Games
Editorship: Proceedings of the 2019 International 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
Webpage Front Matter Back Matter Cite-BibTeX Cite-EndNote Cite-Plain

Multiview Discriminative Marginal Metric Learning for Makeup Face Verification Impact Factor: 5.719^# Citation: 15^##
Neurocomputing, 2019
Lining Zhang, Hubert P. H. Shum, Li Liu, Guodong Guo and Ling Shao
Webpage Paper Dataset Cite-BibTeX Cite-EndNote Cite-Plain

Illumination-aware Multi-task GANs for Foreground Segmentation Impact Factor: 3.367^# Citation: 17^##
IEEE Access, 2019
Dimitrios Sakkos, Edmond S. L. Ho and Hubert P. H. Shum
Webpage Paper Cite-BibTeX Cite-EndNote Cite-Plain

A Secure Authentication Protocol for Multi-server-based e-Healthcare using a Fuzzy Commitment Scheme Impact Factor: 3.367^# Citation: 39^##
IEEE Access, 2019
Subhas Barman, Hubert P. H. Shum, Samiran Chattopadhyay and Debasis Samanta
Webpage Paper Cite-BibTeX Cite-EndNote Cite-Plain

A New Method to Evaluate the Dynamic Air Gap Thickness and Garment Sliding of Virtual Clothes During Walking Impact Factor: 1.820^# Citation: 7^##
Textile Research Journal (TRJ), 2019
Pengpeng Hu, Edmond S. L. Ho, Nauman Aslam, Taku Komura and Hubert P. H. Shum
Webpage Paper Cite-BibTeX Cite-EndNote Cite-Plain

A Generic Framework for Editing and Synthesizing Multimodal Data with Relative Emotion Strength Impact Factor: 1.020^# Citation: 5^##
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
Webpage Paper YouTube Cite-BibTeX Cite-EndNote Cite-Plain

Curvature-Based Sparse Rule Base Generation for Fuzzy Rule Interpolation Citation: 9^##
Journal of Intelligent and Fuzzy Systems (JIFS), 2019
Yao Tan, Hubert P. H. Shum, Fei Chao, V. Vijayakumar and Longzhi Yang
Webpage Paper Cite-BibTeX Cite-EndNote Cite-Plain

A Hybrid Metaheuristic Navigation Algorithm for Robot Path Rolling Planning in an Unknown Environment Citation: 6^##
Mechatronic Systems and Control (MSC), 2019
Shoujiang Xu, Edmond S. L. Ho and Hubert P. H. Shum
Webpage Paper Cite-BibTeX Cite-EndNote Cite-Plain

Triplet Loss with Channel Attention for Person Re-identification Citation: 5^##
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
Webpage Paper Cite-BibTeX Cite-EndNote Cite-Plain

Automatic Sign Dance Synthesis from Gesture-based Sign Language
Proceedings of the 2019 International Conference on Motion, Interactions and Games (MIG), 2019
Naoya Iwamoto, Hubert P. H. Shum, Wakana Asahina and Shigeo Morishima
Webpage Paper YouTube Cite-BibTeX Cite-EndNote Cite-Plain

DSPP: Deep Shape and Pose Priors of Humans
Proceedings of the 2019 International Conference on Motion, Interactions and Games (MIG), 2019
Shanfeng Hu, Hubert P. H. Shum and Antonio Mucherino
Webpage Paper YouTube Presentation Slides Source Code Cite-BibTeX Cite-EndNote Cite-Plain

Illumination-based Data Augmentation for Robust Background Subtraction Citation: 5^## Best Paper Award
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
Webpage Paper Github Cite-BibTeX Cite-EndNote Cite-Plain

3D Car Shape Reconstruction from a Single Sketch Image Best Poster Award
Proceedings of the 2019 International Conference on Motion, Interaction and Games (MIG) Posters, 2019
Naoki Nozawa, Hubert P. H. Shum, Edmond S. L. Ho and Shigeo Morishima
Webpage Paper Cite-BibTeX Cite-EndNote Cite-Plain

Prior-less 3D Human Shape Reconstruction with an Earth Mover's Distance Informed CNN Citation: 2^##
Proceedings of the 2019 International Conference on Motion, Interaction and Games (MIG) Posters, 2019
Jingtian Zhang, Hubert P. H. Shum, Kevin D. McCay and Edmond S. L. Ho
Webpage Paper Cite-BibTeX Cite-EndNote Cite-Plain

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

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
Webpage Paper Cite-BibTeX Cite-EndNote Cite-Plain

Machine Learning Algorithms for Network Intrusion Detection Citation: 20^##
Book Chapter: AI in Cybersecurity, 2019
Jie Li, Yanpeng Qu, Fei Chao, Hubert P. H. Shum, Edmond S. L. Ho and Longzhi Yang
Webpage Paper Cite-BibTeX Cite-EndNote Cite-Plain

2018

Action Recognition from Arbitrary Views Using Transferable Dictionary Learning Impact Factor: 10.856^# Citation: 42^##
IEEE Transactions on Image Processing (TIP), 2018
Jingtian Zhang, Hubert P. H. Shum, Jungong Han and Ling Shao
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Automatic Musculoskeletal and Neurological Disorder Diagnosis with Relative Joint Displacement from Human Gait Impact Factor: 3.802^# Citation: 11^##
IEEE Transactions on Neural Systems and Rehabilitation Engineering (TNSRE), 2018
Worasak Rueangsirarak, Jingtian Zhang, Nauman Aslam and Hubert P. H. Shum
Webpage Paper Dataset Cite-BibTeX Cite-EndNote Cite-Plain

Data-Driven Crowd Motion Control with Multi-touch Gestures Impact Factor: 2.078^# Citation: 6^## Invited presentation at Eurographics 2019
Computer Graphics Forum (CGF), 2018
Yijun Shen, Joseph Henry, He Wang, Edmond S. L. Ho, Taku Komura and Hubert P. H. Shum
Webpage Paper YouTube Presentation Slides Cite-BibTeX Cite-EndNote Cite-Plain

From A to Z: Wearable Technology Explained Impact Factor: 4.342^# Citation: 106^##
Maturitas, 2018
Alan Godfrey, Victoria Hetherington, Hubert P. H. Shum, Paolo Bonato, Nigel Lovell and Sam Stuart
Webpage Paper Cite-BibTeX Cite-EndNote Cite-Plain

CCESK: A Chinese Character Educational System Based on Kinect Impact Factor: 3.720^# Citation: 4^##
IEEE Transactions on Learning Technologies (TLT), 2018
Yang Yang, Howard Leung, Hubert P. H. Shum, Jiao Li, Lanling Zeng, Nauman Aslam and Zhigeng Pan
Webpage Paper Supplementary Materials Cite-BibTeX Cite-EndNote Cite-Plain

High-quality Compatible Triangulations and their Application in Interactive Animation Impact Factor: 1.936^# Citation: 5^##
Computers and Graphics (C&G), 2018
Zhiguang Liu, Liuyang Zhou, Howard Leung and Hubert P. H. Shum
Webpage Paper YouTube Cite-BibTeX Cite-EndNote Cite-Plain

A Dual-Stream Recurrent Neural Network for Student Feedback Prediction using Kinect Citation: 3^##
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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Synthesizing Expressive Facial and Speech Animation by Text-to-IPA Translation with Emotion Control Citation: 4^##
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
Webpage Paper Cite-BibTeX Cite-EndNote Cite-Plain

NETIVAR: NETwork Information Visualization based on Augmented Reality Citation: 1^##
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
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Identifying Abnormal Gait in Older People during Multiple-Tasks Assessment with Audio-Visual Cues Citation: 1^##
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
Webpage Paper Cite-BibTeX Cite-EndNote Cite-Plain

Saliency-Informed Spatio-Temporal Vector of Locally Aggregated Descriptors and Fisher Vectors for Visual Action Recognition Citation: 4^##
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
Webpage Paper Cite-BibTeX Cite-EndNote Cite-Plain

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
Webpage Paper Cite-BibTeX Cite-EndNote Cite-Plain

Occlusion for 3D Object Manipulation with Hands in Augmented Reality Citation: 1^##
Proceedings of the 2018 Meeting on Image Recognition and Understanding (MIRU), 2018
Qi Feng, Hubert P. H. Shum and Shigeo Morishima
Webpage Cite-BibTeX Cite-EndNote Cite-Plain

Resolving Occlusion for 3D Object Manipulation with Hands in Mixed Reality Citation: 7^##
Proceedings of the 2018 ACM Symposium on Virtual Reality Software and Technology (VRST) Posters, 2018
Qi Feng, Hubert P. H. Shum and Shigeo Morishima
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2017

Foreword to the Special Section on Motion in Games 2016 Impact Factor: 1.936^#
Editorship: Computers and Graphics (C&G), 2017
Hubert P. H. Shum, Ronan Boulic and Michael Neff
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Manifold Regularized Experimental Design for Active Learning Impact Factor: 10.856^# Citation: 5^##
IEEE Transactions on Image Processing (TIP), 2017
Lining Zhang, Hubert P. H. Shum and Ling Shao
Webpage Paper Cite-BibTeX Cite-EndNote Cite-Plain

Validation of an Ergonomic Assessment Method using Kinect Data in Real Workplace Conditions Impact Factor: 3.661^# Citation: 179^##
Applied Ergonomics (AE), 2017
Pierre Plantard, Hubert P. H. Shum, Anne-Sophie Le Pierres and Franck Multon
Webpage Paper Cite-BibTeX Cite-EndNote Cite-Plain

Differential Evolution Algorithm as a Tool for Optimal Feature Subset Selection in Motor Imagery EEG Impact Factor: 6.954^# Citation: 109^##
Expert Systems with Applications (ESWA), 2017
Muhammad Zeeshan Baig, Nauman Aslam, Hubert P. H. Shum and Li Zhang
Webpage Paper Cite-BibTeX Cite-EndNote Cite-Plain

Posture-based and Action-based Graphs for Boxing Skill Visualization Impact Factor: 1.936^# Citation: 10^##
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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Filtered Pose Graph for Efficient Kinect Pose Reconstruction Impact Factor: 2.757^# Citation: 33^##
Multimedia Tools and Applications (MTAP), 2017
Pierre Plantard, Hubert P. H. Shum and Franck Multon
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Inverse Dynamics Based on Occlusion-resistant Kinect Data: Is It Usable for Ergonomics? Impact Factor: 2.656^# Citation: 28^##
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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Usability of Corrected Kinect Measurement for Ergonomic Evaluation in Constrained Environment Citation: 6^##
International Journal Human Factors Modelling and Simulation (IJHFMS), 2017
Pierre Plantard, Hubert P. H. Shum and Franck Multon
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DanceDJ: A 3D Dance Animation Authoring System for Live Performance Citation: 4^## 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
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Synthesizing Motion with Relative Emotion Strength Citation: 2^##
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
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High Quality Compatible Triangulations for Planar Shape Animation Citation: 3^##
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
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A Motion Classification Approach to Fall Detection Citation: 3^##
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
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Unsupervised Abnormal Behaviour Detection with Overhead Crowd Video Citation: 5^##
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
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Biofeedback Assessment for Older People with Balance Impairment using a Low-cost Balance Board Citation: 3^##
Proceedings of the 2017 Global Wireless Summit (GWS), 2017
Worasak Rueangsirarak, Chayuti Mekurai, Hubert P. H. Shum, Surapong Uttama, Roungsan Chaisricharoen and Kitchana Kaewkaen
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2016

Proceedings of the 9th International Conference on Motion in Games
Editorship: Proceedings of the 2016 International Conference on Motion in Games (MIG), 2016
Michael Neff, Roland Geraerts and Hubert P. H. Shum
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Kinect Posture Reconstruction based on a Local Mixture of Gaussian Process Models Impact Factor: 4.579^# Citation: 49^##
IEEE Transactions on Visualization and Computer Graphics (TVCG), 2016
Zhiguang Liu, Liuyang Zhou, Howard Leung and Hubert P. H. Shum
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Discriminative Semantic Subspace Analysis for Relevance Feedback Impact Factor: 10.856^# Citation: 29^##
IEEE Transactions on Image Processing (TIP), 2016
Lining Zhang, Hubert P. H. Shum and Ling Shao
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Coordinated Crowd Simulation with Topological Scene Analysis Impact Factor: 2.078^# Citation: 24^##
Computer Graphics Forum (CGF), 2016
Adam Barnett, Hubert P. H. Shum and Taku Komura
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Improving Posture Classification Accuracy for Depth Sensor-based Human Activity Monitoring in Smart Environments Impact Factor: 3.876^# Citation: 66^##
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
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Arbitrary View Action Recognition via Transfer Dictionary Learning on Synthetic Training Data Citation: 14^##
Proceedings of the 2016 IEEE International Conference on Robotics and Automation (ICRA), 2016
Jingtian Zhang, Lining Zhang, Hubert P. H. Shum and Ling Shao
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SkillVis: A Visualization Tool for Boxing Skill Assessment Citation: 5^##
Proceedings of the 2016 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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Human Action Recognition via Skeletal and Depth based Feature Fusion Citation: 28^##
Proceedings of the 2016 International Conference on Motion in Games (MIG), 2016
Meng Li, Howard Leung and Hubert P. H. Shum
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Experience-based Rule Base Generation and Adaptation for Fuzzy Interpolation Citation: 21^## IEEE CIS Outstanding Student-Paper Travel Grants
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
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Towards Sparse Rule Base Generation for Fuzzy Rule Interpolation Citation: 28^## IEEE CIS Outstanding Student-Paper Travel Grants
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
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Temporal Clustering of Motion Capture Data with Optimal Partitioning Citation: 4^##
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
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TSK Inference with Sparse Rule Bases Citation: 24^## Best Paper Award
Proceedings of the 2016 UK Workshop on Computational Intelligence (UKCI), 2016
Jie Li, Yanpeng Qu, Hubert P. H. Shum and Longzhi Yang
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Ergonomics Measurements using Kinect with a Pose Correction Framework Citation: 6^##
Proceedings of the 2016 International Digital Human Modeling Symposium (DHM), 2016
Pierre Plantard, Hubert P. H. Shum and Franck Multon
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Automatic Dance Generation System Considering Sign Language Information Citation: 6^##
Proceedings of the 2016 ACM SIGGRAPH (SIGGRAPH) Posters, 2016
Wakana Asahina, Naoya Iwamoto, Hubert P. H. Shum and Shigeo Morishima
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An Interactive Human Morphing System with Self-occlusion Enhancement Best Poster Award
Proceedings of the 2016 International Conference on Motion in Games (MIG) Posters, 2016
Zhiguang Liu, Howard Leung and Hubert P. H. Shum
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Depth Sensor based Facial and Body Animation Control Citation: 1^##
Book Chapter: Handbook of Human Motion, 2016
Yijun Shen, Jingtian Zhang, Longzhi Yang and Hubert P. H. Shum
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2015

Multi-layer Lattice Model for Real-Time Dynamic Character Deformation Impact Factor: 2.078^# Citation: 22^##
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
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High Quality Compatible Triangulations for 2D Shape Morphing Citation: 10^##
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
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Intelligent Home Heating Controller Using Fuzzy Rule Interpolation Citation: 17^##
Proceedings of the 2015 UK Workshop on Computational Intelligence (UKCI), 2015
Jie Li, Longzhi Yang, Hubert P. H. Shum, Graham Sexton and Yao Tan
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2014

Interactive Formation Control in Complex Environments Impact Factor: 4.579^# Citation: 22^##
IEEE Transactions on Visualization and Computer Graphics (TVCG), 2014
Joseph Henry, Hubert P. H. Shum and Taku Komura
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Human Motion Variation Synthesis with Multivariate Gaussian Processes Impact Factor: 1.020^# Citation: 6^##
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
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Posture Reconstruction Using Kinect with a Probabilistic Model Citation: 27^##
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
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An Intelligent Mobile-Based Automatic Diagnostic System to Identify Retinal Diseases using Mathematical Morphological Operations Citation: 21^##
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
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2013

Real-Time Posture Reconstruction for Microsoft Kinect Impact Factor: 11.448^# Citation: 156^##
IEEE Transactions on Cybernetics (TCyb), 2013
Hubert P. H. Shum, Edmond S. L. Ho, Yang Jiang and Shu Takagi
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Topology Aware Data-Driven Inverse Kinematics Impact Factor: 2.078^# Citation: 22^##
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
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Natural Preparation Behavior Synthesis Impact Factor: 1.020^# Citation: 2^##
Computer Animation and Virtual Worlds (CAVW), 2013
Hubert P. H. Shum, Ludovic Hoyet, Edmond S. L. Ho, Taku Komura and Franck Multon
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Motion Adaptation for Humanoid Robots in Constrained Environments Citation: 23^##
Proceedings of the 2013 IEEE International Conference on Robotics and Automation (ICRA), 2013
Edmond S. L. Ho and Hubert P. H. Shum
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Preparation Behaviour Synthesis with Reinforcement Learning Citation: 1^##
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
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Serious Games with Human-Object Interactions using RGB-D Camera Citation: 1^##
Proceedings of the 2013 International Conference on Motion in Games (MIG) Posters, 2013
Hubert P. H. Shum
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2012

Simulating Multiple Character Interactions with Collaborative and Adversarial Goals Impact Factor: 4.579^# Citation: 39^## Invited presentation at ACM I3D 2012
IEEE Transactions on Visualization and Computer Graphics (TVCG), 2012
Hubert P. H. Shum, Taku Komura and Shuntaro Yamazaki
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Environment-aware Real-Time Crowd Control Citation: 28^##
Proceedings of the 2012 ACM SIGGRAPH/Eurographics Symposium on Computer Animation (SCA), 2012
Joseph Henry, Hubert P. H. Shum and Taku Komura
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Real-time Physical Modelling of Character Movements with Microsoft Kinect Citation: 62^##
Proceedings of the 2012 ACM Symposium on Virtual Reality Software and Technology (VRST), 2012
Hubert P. H. Shum and Edmond S. L. Ho
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Environment Capturing with Microsoft Kinect Citation: 2^##
Proceedings of the 2012 International Conference on Software Knowledge Information Management and Applications (SKIMA), 2012
Kevin Mackay, Hubert P. H. Shum and Taku Komura
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2011

Fast Accelerometer-Based Motion Recognition with a Dual Buffer Framework Citation: 9^##
International Journal of Virtual Reality (IJVR), 2011
Hubert P. H. Shum, Taku Komura and Shu Takagi
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2010

Physically-based Character Control in Low Dimensional Space Citation: 9^##
Proceedings of the 2010 International Conference on Motion in Games (MIG), 2010
Hubert P. H. Shum, Taku Komura, Takaaki Shiratori and Shu Takagi
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Manufacturing Video Graphics
Patent: Patent from the World Intellectual Property Organization, 2010
Taku Komura and Hubert P. H. Shum
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Simulating Interactions Among Multiple Characters Citation: 4^##
PhD Thesis from the University of Edinburgh, 2010
Hubert P. H. Shum
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2009

Angular Momentum Guided Motion Concatenation Impact Factor: 1.020^# Citation: 8^##
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
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2008

Interaction Patches for Multi-Character Animation Impact Factor: 5.414^# Citation: 80^## Patent Number: WO/2010/057897
ACM Transactions on Graphics (TOG) - Proceedings of the 2008 ACM SIGGRAPH Asia, 2008
Hubert P. H. Shum, Taku Komura, Masashi Shiraishi and Shuntaro Yamazaki
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Emulating Human Perception of Motion Similarity Impact Factor: 1.020^# Citation: 66^## Best Paper Award
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
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Simulating Interactions of Avatars in High Dimensional State Space Citation: 42^##
Proceedings of the 2008 Symposium on Interactive 3D Graphics and Games (I3D), 2008
Hubert P. H. Shum, Taku Komura and Shuntaro Yamazaki
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Finding Repetitive Patterns in 3D Human Motion Captured Data Citation: 22^##
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
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Simulating Interactions of Characters Citation: 1^##
Proceedings of the 2008 International Conference on Motion in Games (MIG), 2008
Taku Komura, Hubert P. H. Shum and Edmond S. L. Ho
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2007

Simulating Competitive Interactions using Singly Captured Motions Citation: 34^##
Proceedings of the 2007 ACM Symposium on Virtual Reality Software and Technology (VRST), 2007
Hubert P. H. Shum, Taku Komura and Shuntaro Yamazaki
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Automatic Evaluation of Boxing Techniques from Captured Shadow Boxing Data Citation: 1^##
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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2006

Generating Realistic Fighting Scenes by Game Tree Citation: 4^##
Proceedings of the 2006 ACM SIGGRAPH/Eurographics Symposium on Computer Animation (SCA) Posters, 2006
Hubert P. H. Shum and Taku Komura
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Technical Note: Generating Realistic Fighting Scenes by Game Tree
arXiv Preprint, 2006
Hubert P. H. Shum and Taku Komura
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2005

Tracking the Translational and Rotational Movement of the Ball Using High-Speed Camera Movies Citation: 50^##
Proceedings of the 2005 IEEE International Conference on Image Processing (ICIP), 2005
Hubert P. H. Shum and Taku Komura
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2004

A Spatiotemporal Approach to Extract the 3D Trajectory of the Baseball from a Single View Video Sequence Citation: 33^##
Proceedings of the 2004 IEEE International Conference on Multimedia and Expo (ICME), 2004
Hubert P. H. Shum and Taku Komura
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# Impact factors from the Journal Citation Reports 2020
## Citation counts from Google Scholar as of 2021

Last updated on 15 May 2022, RSS Feeds