✦ Indicating selected representative publications
[1] Hubert P. H. Shum, Julien Pettré, Dominik L. Michels and Sören Pirk, "ACM SIGGRAPH / Eurographics Symposium of Computer Animation 2022," Computer Graphics Forum (CGF), vol. 41, no. 8, pp. i-xiv, John Wiley and Sons Ltd., 2022. Paper Impact Factor: 2.9†
[2] Ling Shao, Hubert P. H. Shum and Timothy Hospedales, "Editorial: Special Issue on Machine Vision with Deep Learning," International Journal of Computer Vision (IJCV), vol. 128, no. 4, pp. 771-772, Springer, 2020. Paper Impact Factor: 9.3† Top 10% Journal in Computer Science, Artificial Intelligence†
[3] Marie-Paule Cani, Edmond S. L. Ho, Tiberiu Popa and Hubert P. H. Shum, "Foreword to Special Section on Motion, Interactions and Games," Computers and Graphics (C&G), vol. 89, pp. A4-A5, Elsevier, 2020. Paper Impact Factor: 2.8†
[4] Hubert P. H. Shum, Edmond S. L. Ho, Marie-Paule Cani, Tiberiu Popa, Daniel Holden and He Wang, "MIG '19: Motion, Interaction and Games," Proceedings of the 2019 ACM SIGGRAPH Conference on Motion, Interaction and Games, Newcastle upon Tyne, United Kingdom, ACM, Oct 2019. Paper Part 1 Paper Part 2
[5] Hubert P. H. Shum, Ronan Boulic and Michael Neff, "Foreword to the Special Section on Motion in Games 2016," Computers and Graphics (C&G), vol. 69, pp. A3-A4, Elsevier, 2017. Paper Impact Factor: 2.8†
[6] Michael Neff, Roland Geraerts and Hubert P. H. Shum, "Proceedings of the 9th International Conference on Motion in Games," Proceedings of the 2016 ACM International Conference on Motion in Games (MIG), San Francisco, USA, ACM, Oct 2016. Paper Part 1 Paper Part 2
✦ [7] Ziyi Chang, Kanglei Zhou, Xiaohui Liang and Hubert P. H. Shum, "Quality-Preserving Imperceptible Adversarial Attack on Skeleton-based Human Action Recognition," IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), IEEE, 2026. Paper GitHub Impact Factor: 11.1† Top 10% Journal in Engineering, Electrical & Electronic†
✦ [8] Francis Xiatian Zhang, Hao Yao, Shengxuan Chen, Hong Zhu, Hongxiao Jia, Sisi Zheng and Hubert P. H. Shum, "Cross-view Multimodal Vision-Based Assessment Framework for Traditional Chinese Medicine Rehabilitation Training," IEEE Transactions on Neural Systems and Rehabilitation Engineering (TNSRE), IEEE, 2026. Paper GitHub YouTube Impact Factor: 5.2† Top 25% Journal in Engineering, Biomedical†
✦ [9] Ziyi Chang, George Alex Koulieris, Hyung Jin Chang and Hubert P. H. Shum, "On the Design Fundamentals of Diffusion Models: A Survey," Pattern Recognition (PR), pp. 111934, Elsevier, 2026. Paper Impact Factor: 7.6† Top 25% Journal in Computer Science, Artificial Intelligence† Citation: 153#
✦ [10] Kanglei Zhou, Ruizhi Cai, Liyuan Wang, Hubert P. H. Shum and Xiaohui Liang, "A Comprehensive Survey of Action Quality Assessment: Method and Benchmark," Pattern Recognition (PR), vol. 179, pp. 113933, Elsevier, 2026. Paper GitHub Impact Factor: 7.6† Top 25% Journal in Computer Science, Artificial Intelligence† Citation: 32#
[11] Xiaotang Zhang, Ziyi Chang, Qianhui Men and Hubert P. H. Shum, "Physics-Based Motion Tracking of Contact-Rich Interacting Characters," Computer Graphics Forum (CGF) - Proccedings of the 2026 Annual Conference of the European Association for Computer Graphics (Eurographics), pp. e70336, Wiley, 2026. Paper Supplementary Material YouTube Impact Factor: 2.9†
[12] Mridula Vijendran, Shuang Chen, Jingjing Deng and Hubert P. H. Shum, "BOOST: Out-of-Distribution-Informed Adaptive Sampling for Bias Mitigation in Stylistic Convolutional Neural Networks," Expert Systems with Applications (ESWA), vol. 296, pp. 128905, Elsevier, 2026. Paper GitHub Impact Factor: 7.5† Top 25% Journal in Computer Science, Artificial Intelligence†
[13] Matthew Watson, Thomas Winterbottom, Thomas Hudson, Benedict Jones, Hubert P. H. Shum, Amir Atapour-Abarghouei, Toby P. Breckon, James Harmsworth King and Noura Al Moubayed, "Multimodal Models for Skin Cancer Classification using Clinical Free Text and Dermatoscopic Images," Communications Medicine, vol. 6, no. 1, pp. 277, Nature, 2026. Paper Supplementary Material
[14] Daniel Martin, Cyril Bourgenot, Andrew Reeves and Hubert P. H. Shum, "Fast, Efficient Piston Correction of Deployable Space Telescopes using Machine Learning," Optics Express, vol. 34, pp. 4748-4761, Optica, 2026. Paper Impact Factor: 3.3†
✦ [15] Kanglei Zhou, Hubert P. H. Shum, Frederick W. B. Li, Xingxing Zhang and Xiaohui Liang, "PHI: Bridging Domain Shift in Long-Term Action Quality Assessment via Progressive Hierarchical Instruction," IEEE Transactions on Image Processing (TIP), vol. 34, pp. 3718-3732, IEEE, 2025. Paper GitHub Impact Factor: 13.7† Top 10% Journal in Computer Science, Artificial Intelligence† Citation: 19#
✦ [16] Ruochen Li, Stamos Katsigiannis, Tae-Kyun Kim and Hubert P. H. Shum, "BP-SGCN: Behavioral Pseudo-Label Informed Sparse Graph Convolution Network for Pedestrian and Heterogeneous Trajectory Prediction," IEEE Transactions on Neural Networks and Learning Systems (TNNLS), vol. 36, no. 8, pp. 14566-14580, IEEE, 2025. Paper Supplementary Material Impact Factor: 8.9† Top 25% Journal in Computer Science, Artificial Intelligence† Citation: 19#
✦ [17] Ruochen Li, Tanqiu Qiao, Stamos Katsigiannis, Zhanxing Zhu and Hubert P. H. Shum, "Unified Spatial-Temporal Edge-Enhanced Graph Networks for Pedestrian Trajectory Prediction," IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), vol. 35, no. 7, pp. 7047-7060, IEEE, 2025. Paper GitHub Impact Factor: 11.1† Top 10% Journal in Engineering, Electrical & Electronic† Citation: 36#
✦ [18] 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 (TMRB), vol. 7, no. 1, pp. 266-280, IEEE, 2025. Paper GitHub YouTube Impact Factor: 3.8†
[19] Xiaotang Zhang, Ziyi Chang, Qianhui Men and Hubert P. H. Shum, "Real-time and Controllable Reactive Motion Synthesis via Intention Guidance," Computer Graphics Forum (CGF), vol. 44, no. 6, pp. e70222, Wiley, 2025. Paper GitHub YouTube Impact Factor: 2.9†
[20] Tanqiu Qiao, Ruochen Li, Frederick W. B. Li, Yoshiki Kubotani, Shigeo Morishima and Hubert P. H. Shum, "Geometric Visual Fusion Graph Neural Networks for Multi-Person Human-Object Interaction Recognition in Videos," Expert Systems with Applications (ESWA), vol. 290, pp. 128344, Elsevier, 2025. Paper GitHub Dataset Impact Factor: 7.5† Top 25% Journal in Computer Science, Artificial Intelligence† Citation: 10#
✦ [21] Kanglei Zhou, Hubert P. H. Shum, Frederick W. B. Li and Xiaohui Liang, "Multi-Task Spatial-Temporal Graph Auto-Encoder for Hand Motion Denoising," IEEE Transactions on Visualization and Computer Graphics (TVCG), IEEE, 2024. Paper GitHub YouTube Impact Factor: 6.5† Top 10% Journal in Computer Science, Software Engineering† Citation: 10#
✦ [22] Shuang Chen, Amir Atapour-Abarghouei and Hubert P. H. Shum, "HINT: High-quality INpainting Transformer with Mask-Aware Encoding and Enhanced Attention," IEEE Transactions on Multimedia (TMM), vol. 26, pp. 7649-7660, IEEE, 2024. Paper Supplementary Material GitHub YouTube Impact Factor: 9.7† Top 10% Journal in Computer Science, Software Engineering† Citation: 91#
✦ [23] Manli Zhu, Edmond S. L. Ho, Shuang Chen, Longzhi Yang and Hubert P. H. Shum, "Geometric Features Enhanced Human-Object Interaction Detection," IEEE Transactions on Instrumentation and Measurement (TIM), vol. 73, IEEE, 2024. Paper Supplementary Material GitHub Impact Factor: 5.9† Top 25% Journal in Engineering, Electrical & Electronic† Citation: 14#
[24] Mridula Vijendran, Jingjing Deng, Shuang Chen, Edmond S. L. Ho and Hubert P. H. Shum, "Artificial Intelligence for Geometry-Based Feature Extraction, Analysis and Synthesis in Artistic Images: A Survey," Artificial Intelligence Review (AIRE), vol. 58, no. 2, pp. 64, Springer, 2024. Paper Impact Factor: 13.9† Top 10% Journal in Computer Science, Artificial Intelligence† Citation: 17#
[25] Luca Crosato, Kai Tian, Hubert P. H. Shum, Edmond S. L. Ho, Yafei Wang and Chongfeng Wei, "Social Interaction-Aware Dynamical Models and Decision-Making for Autonomous Vehicles," Advanced Intelligent Systems (AIS), vol. 6, no. 3, pp. 2300575, Wiley, 2024. Paper Wiley Top Viewed Articles Impact Factor: 6.1† Top 25% Journal in Computer Science, Artificial Intelligence† Citation: 87#
[26] 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 (IJCARS), vol. 19, pp. 831-840, Springer, 2024. Paper Impact Factor: 2.3† Citation: 12#
[27] Haiju Fan, Xiaona Qin, Shuang Chen, Hubert P. H. Shum and Ming Li, "One-Index Vector Quantization Based Adversarial Attack on Image Classification," Pattern Recognition Letters (PRL), vol. 186, pp. 47-56, Elsevier, 2024. Paper Impact Factor: 3.3†
[28] Sisi Zheng, Francis Xiatian Zhang, Hubert P. H. Shum, Haozheng Zhang, Nan Song, Mingkang Song and Hongxiao Jia, "Unraveling the Brain Dynamics of Depersonalization-Derealization Disorder: A Dynamic Functional Network Connectivity Analysis," BMC Psychiatry, vol. 24, pp. 685, BMC, 2024. Paper Impact Factor: 3.6† Top 25% Journal in Psychiatry†
[29] 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 (AHSE), Springer, 2024. Paper Dataset Impact Factor: 3.3† Top 10% Journal in Education & Educational Research† Citation: 18#
[30] 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 (JCS), vol. 19, pp. 94, BMC, 2024. Paper Impact Factor: 1.5† Citation: 22#
✦ [31] 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 (TVCG) - Proceedings of the 2023 IEEE Conference on Virtual Reality and 3D User Interfaces (VR), vol. 29, no. 5, pp. 2456-2466, Shanghai, China, IEEE, 2023. Paper YouTube Impact Factor: 6.5† Top 10% Journal in Computer Science, Software Engineering† Citation: 40#
✦ [32] 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 (TCSVT), vol. 33, no. 12, pp. 7749-7763, IEEE, 2023. Paper GitHub Impact Factor: 11.1† Top 10% Journal in Engineering, Electrical & Electronic† Citation: 96#
✦ [33] Luca Crosato, Hubert P. H. Shum, Edmond S. L. Ho and Chongfeng Wei, "Interaction-Aware Decision-Making for Automated Vehicles using Social Value Orientation," IEEE Transactions on Intelligent Vehicles (TIV), vol. 8, no. 2, pp. 1339-1349, IEEE, 2023. Paper YouTube UKRI Trustworthy Autonomous Systems Hub AI and Robotics Research Best Paper Award Finalist Impact Factor: 14.3† Top 10% Journal in Computer Science, Artificial Intelligence† Citation: 115#
[34] Qianhui Men, Edmond S. L. Ho, Hubert P. H. Shum and Howard Leung, "Focalized Contrastive View-Invariant Learning for Self-Supervised Skeleton-Based Action Recognition," Neurocomputing, vol. 537, pp. 198-209, Elsevier, 2023. Paper Impact Factor: 6.5† Top 25% Journal in Computer Science, Artificial Intelligence† Citation: 33#
[35] Shuang Chen, Amir Atapour-Abarghouei, Edmond S. L. Ho and Hubert P. H. Shum, "INCLG: Inpainting for Non-Cleft Lip Generation with a Multi-Task Image Processing Network," Software Impacts (SIMPAC), vol. 17, pp. 100517, Elsevier, 2023. Paper GitHub CodeOcean Impact Factor: 1.2† Citation: 10#
✦ [36] 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 (TNSRE), vol. 30, pp. 8-19, IEEE, 2022. Paper GitHub Impact Factor: 5.2† Top 25% Journal in Engineering, Biomedical† Citation: 68#
[37] Daniel Organisciak, Hubert P. H. Shum, Ephraim Nwoye and Wai Lok Woo, "RobIn: A Robust Interpretable Deep Network for Schizophrenia Diagnosis," Expert Systems with Applications (ESWA), vol. 201, pp. 117158, Elsevier, 2022. Paper Impact Factor: 7.5† Top 25% Journal in Computer Science, Artificial Intelligence† Citation: 33#
[38] John Hartley, Hubert P. H. Shum, Edmond S. L. Ho, He Wang and Subramanian Ramamoorthy, "Formation Control for UAVs Using a Flux Guided Approach," Expert Systems with Applications (ESWA), vol. 205, pp. 117665, Elsevier, 2022. Paper YouTube Impact Factor: 7.5† Top 25% Journal in Computer Science, Artificial Intelligence† Citation: 15#
[39] 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 (JMS), vol. 46, no. 11, pp. 76, Springer, 2022. Paper Impact Factor: 5.7† Top 10% Journal in Health Care Sciences & Services† Citation: 10#
[40] Naoki Nozawa, Hubert P. H. Shum, Qi Feng, Edmond S. L. Ho and Shigeo Morishima, "3D Car Shape Reconstruction from a Contour Sketch using GAN and Lazy Learning," Visual Computer (VC), vol. 38, no. 4, pp. 1317-1330, Springer, 2022. Paper YouTube Impact Factor: 2.9† Citation: 37#
[41] Qianhui Men, Hubert P. H. Shum, Edmond S. L. Ho and Howard Leung, "GAN-Based Reactive Motion Synthesis with Class-Aware Discriminators for Human-Human Interaction," Computers and Graphics (C&G), vol. 102, pp. 634-645, Elsevier, 2022. Paper YouTube Impact Factor: 2.8† Citation: 51#
[42] 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 (SIMPAC), vol. 14, pp. 100419, Elsevier, 2022. Paper Impact Factor: 1.2† Citation: 11#
✦ [43] He Wang, Edmond S. L. Ho, Hubert P. H. Shum and Zhanxing Zhu, "Spatio-Temporal Manifold Learning for Human Motions via Long-Horizon Modeling," IEEE Transactions on Visualization and Computer Graphics (TVCG), vol. 27, no. 1, pp. 216-227, IEEE, 2021. Paper YouTube Part 1 YouTube Part 2 REF 2021 Submitted Output Impact Factor: 6.5† Top 10% Journal in Computer Science, Software Engineering† Citation: 111#
✦ [44] Arindam Kar, Sourav Pramanik, Arghya Chakraborty, Debotosh Bhattacharjee, Edmond S. L. Ho and Hubert P. H. Shum, "LMZMPM: Local Modified Zernike Moment Per-Unit Mass for Robust Human Face Recognition," IEEE Transactions on Information Forensics and Security (TIFS), vol. 16, no. 1, pp. 495-509, IEEE, 2021. Paper Impact Factor: 8.0† Top 10% Journal in Engineering, Electrical & Electronic† Citation: 26#
✦ [45] Qianhui Men, Edmond S. L. Ho, Hubert P. H. Shum and Howard Leung, "A Quadruple Diffusion Convolutional Recurrent Network for Human Motion Prediction," IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), vol. 31, no. 9, pp. 3417-3432, IEEE, 2021. Paper GitHub YouTube Impact Factor: 11.1† Top 10% Journal in Engineering, Electrical & Electronic† Citation: 32#
[46] Shanfeng Hu, Hubert P. H. Shum, Xiaohui Liang, Frederick W. B. Li and Nauman Aslam, "Facial Reshaping Operator for Controllable Face Beautification," Expert Systems with Applications (ESWA), vol. 167, pp. 114067, Elsevier, 2021. Paper Supplementary Material Impact Factor: 7.5† Top 25% Journal in Computer Science, Artificial Intelligence† Citation: 15#
[47] Asish Bera, Debotosh Bhattacharjee and Hubert P. H. Shum, "Two-Stage Human Verification using HandCAPTCHA and Anti-Spoofed Finger Biometrics with Feature Selection," Expert Systems with Applications (ESWA), vol. 171, pp. 114583, Elsevier, 2021. Paper Impact Factor: 7.5† Top 25% Journal in Computer Science, Artificial Intelligence† Citation: 17#
[48] Asish Bera, Ratnadeep Dey, Debotosh Bhattacharjee, Mita Nasipuri and Hubert P. H. Shum, "Spoofing Detection on Hand Images Using Quality Assessment," Multimedia Tools and Applications (MTAP), vol. 80, pp. 28603-28626, Springer, 2021. Paper
[49] Qianhui Men and Hubert P. H. Shum, "PyTorch-Based Implementation of Label-Aware Graph Representation for Multi-Class Trajectory Prediction," Software Impacts (SIMPAC), vol. 11, pp. 100201, Elsevier, 2021. Paper Impact Factor: 1.2† Citation: 11#
✦ [50] 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 (TVCG), vol. 26, no. 8, pp. 115673-115684, IEEE, 2020. Paper GitHub YouTube Dataset REF 2021 Submitted Output Impact Factor: 6.5† Top 10% Journal in Computer Science, Software Engineering† Citation: 35#
✦ [51] Shanfeng Hu, Hubert P. H. Shum, Nauman Aslam, Frederick W. B. Li and Xiaohui Liang, "A Unified Deep Metric Representation for Mesh Saliency Detection and Non-Rigid Shape Matching," IEEE Transactions on Multimedia (TMM), vol. 22, no. 9, pp. 2278-2292, IEEE, 2020. Paper YouTube REF 2021 Submitted Output Impact Factor: 9.7† Top 10% Journal in Computer Science, Software Engineering†
[52] Shanfeng Hu, Xiaohui Liang, Hubert P. H. Shum, Frederick W. B. Li and Nauman Aslam, "Sparse Metric-Based Mesh Saliency," Neurocomputing, vol. 400, pp. 11-23, Elsevier, 2020. Paper GitHub Dataset Impact Factor: 6.5† Top 25% Journal in Computer Science, Artificial Intelligence† Citation: 16#
[53] Ying Huang, Hubert P. H. Shum, Edmond S. L. Ho and Nauman Aslam, "High-Speed Multi-Person Pose Estimation with Deep Feature Transfer," Computer Vision and Image Understanding (CVIU), vol. 197-198, pp. 103010, Elsevier, 2020. Paper Impact Factor: 3.5† Citation: 17#
[54] Daniel Organisciak, Dimitrios Sakkos, Edmond S. L. Ho, Nauman Aslam and Hubert P. H. Shum, "Unifying Person and Vehicle Re-Identification," IEEE Access, vol. 8, pp. 115673-115684, IEEE, 2020. Paper Impact Factor: 3.6† Citation: 13#
[55] 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. Paper GitHub REF 2021 Submitted Output Impact Factor: 3.6† Citation: 100#
[56] Munmun Bhattacharya, Sandip Roy, Kamlesh Mistry, Hubert P. H. Shum and Samiran Chattopadhyay, "A Privacy-Preserving Efficient Location-Sharing Scheme for Mobile Online Social Network Applications," IEEE Access, pp. 221330-221351, IEEE, 2020. Paper Impact Factor: 3.6† Citation: 14#
[57] Muhammad Zeeshan Baig, Nauman Aslam and Hubert P. H. Shum, "Filtering Techniques for Channel Selection in Motor Imagery EEG Applications: A Survey," Artificial Intelligence Review (AIRE), vol. 53, no. 2, pp. 1207-1232, Springer, 2020. Paper Impact Factor: 13.9† Top 10% Journal in Computer Science, Artificial Intelligence† Citation: 200#
[58] Yuan Hu, Hubert P. H. Shum and Edmond S. L. Ho, "Multi-Task Deep Learning with Optical Flow Features for Self-Driving Cars," IET Intelligent Transport Systems (ITS), vol. 14, no. 13, pp. 1845-1854, Institution of Engineering and Technology, 2020. Paper Impact Factor: 2.5†
[59] Zili Zhang, Yue Ma, Yunfei Li, Frederick W. B. Li, Hubert P. H. Shum, Bailin Yang, Jing Guo and Xiaohui Liang, "Cumuliform Cloud Formation Control using Parameter-Predicting Convolutional Neural Network," Graphical Models (GMOD), vol. 111, pp. 101083, Elsevier, 2020. Paper YouTube Impact Factor: 2.2†
[60] Dimitrios Sakkos, Edmond S. L. Ho, Hubert P. H. Shum and Garry Elvin, "Image Editing Based Data Augmentation for Illumination-Insensitive Background Subtraction," Journal of Enterprise Information Management (JEIM), Emerald Publishing Limited, 2020. Paper GitHub REF 2021 Submitted Output Impact Factor: 6.4† Top 10% Journal in Information Science & Library Science†
[61] Qi Feng, Hubert P. H. Shum and Shigeo Morishima, "Resolving Hand-Object Occlusion for Mixed Reality with Joint Deep Learning and Model Optimization," Computer Animation and Virtual Worlds (CAVW) - Proceedings of the 2020 International Conference on Computer Animation and Social Agents (CASA), vol. 31, no. 4--5, pp. e1956, John Wiley and Sons Ltd., 2020. Paper YouTube Part 1 YouTube Part 2 Impact Factor: 1.7† Citation: 10#
[62] Qi Feng, Hubert P. H. Shum and Shigeo Morishima, "Foreground-Aware Dense Depth Estimation for 360 Images," Journal of WSCG - Proceedings of the 2020 International Conferences in Central Europe on Computer Graphics, Visualization and Computer Vision (WSCG), vol. 28, no. 1--2, pp. 79-88, Plzen, Czech Republic, May 2020. Paper Supplementary Material YouTube
[63] Lining Zhang, Hubert P. H. Shum, Li Liu, Guodong Guo and Ling Shao, "Multiview Discriminative Marginal Metric Learning for Makeup Face Verification," Neurocomputing, vol. 333, pp. 339-350, Elsevier, 2019. Paper Impact Factor: 6.5† Top 25% Journal in Computer Science, Artificial Intelligence† Citation: 18#
[64] Dimitrios Sakkos, Edmond S. L. Ho and Hubert P. H. Shum, "Illumination-Aware Multi-Task GANs for Foreground Segmentation," IEEE Access, vol. 7, no. 1, pp. 10976-10986, IEEE, 2019. Paper Impact Factor: 3.6† Citation: 31#
[65] Subhas Barman, Hubert P. H. Shum, Samiran Chattopadhyay and Debasis Samanta, "A Secure Authentication Protocol for Multi-Server-Based e-Healthcare using a Fuzzy Commitment Scheme," IEEE Access, vol. 7, no. 1, pp. 12557-12574, IEEE, 2019. Paper Impact Factor: 3.6† Citation: 84#
[66] Pengpeng Hu, Edmond S. L. Ho, Nauman Aslam, Taku Komura and Hubert P. H. Shum, "A New Method to Evaluate the Dynamic Air Gap Thickness and Garment Sliding of Virtual Clothes During Walking," Textile Research Journal (TRJ), vol. 89, no. 19--20, pp. 4148-4161, SAGE, 2019. Paper Impact Factor: 1.9† Citation: 27#
[67] Jacky C. P. Chan, Hubert P. H. Shum, He Wang, Li Yi, Wei Wei and Edmond S. L. Ho, "A Generic Framework for Editing and Synthesizing Multimodal Data with Relative Emotion Strength," Computer Animation and Virtual Worlds (CAVW), vol. 30, no. 6, pp. e1871, John Wiley and Sons Ltd., 2019. Paper YouTube Impact Factor: 1.7†
[68] Yao Tan, Hubert P. H. Shum, Fei Chao, V. Vijayakumar and Longzhi Yang, "Curvature-Based Sparse Rule Base Generation for Fuzzy Rule Interpolation," Journal of Intelligent and Fuzzy Systems (JIFS), vol. 36, no. 5, pp. 4201-4214, IOS Press, 2019. Paper Impact Factor: 1.0† Citation: 13#
[69] Shoujiang Xu, Edmond S. L. Ho and Hubert P. H. Shum, "A Hybrid Metaheuristic Navigation Algorithm for Robot Path Rolling Planning in an Unknown Environment," Mechatronic Systems and Control (MSC), vol. 47, no. 4, pp. 216-224, ACTA Press, 2019. Paper Citation: 11#
[70] Daniel Organisciak, Chirine Riachy, Nauman Aslam and Hubert P. H. Shum, "Triplet Loss with Channel Attention for Person Re-Identification," Journal of WSCG - Proceedings of the 2019 International Conferences in Central Europe on Computer Graphics, Visualization and Computer Vision (WSCG), vol. 27, no. 2, pp. 161-169, Plzen, Czech Republic, 2019. Paper Citation: 13#
✦ [71] Jingtian Zhang, Hubert P. H. Shum, Jungong Han and Ling Shao, "Action Recognition from Arbitrary Views Using Transferable Dictionary Learning," IEEE Transactions on Image Processing (TIP), vol. 27, no. 10, pp. 4709-4723, IEEE, 2018. Paper Dataset REF 2021 Submitted Output Impact Factor: 13.7† Top 10% Journal in Computer Science, Artificial Intelligence† Citation: 72#
✦ [72] 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 (TNSRE), vol. 26, no. 12, pp. 2387-2396, IEEE, 2018. Paper GitHub Dataset REF 2021 Submitted Output Impact Factor: 5.2† Top 25% Journal in Engineering, Biomedical† Citation: 36#
[73] Yijun Shen, Joseph Henry, He Wang, Edmond S. L. Ho, Taku Komura and Hubert P. H. Shum, "Data-Driven Crowd Motion Control with Multi-Touch Gestures," Computer Graphics Forum (CGF), vol. 37, no. 6, pp. 382-394, John Wiley and Sons Ltd., 2018. Paper YouTube Invited presentation at Eurographics 2019 Impact Factor: 2.9† Citation: 15#
✦ [74] Yang Yang, Howard Leung, Hubert P. H. Shum, Jiao Li, Lanling Zeng, Nauman Aslam and Zhigeng Pan, "CCESK: A Chinese Character Educational System Based on Kinect," IEEE Transactions on Learning Technologies (TLT), vol. 11, no. 3, pp. 342-347, IEEE, 2018. Paper Supplementary Material Impact Factor: 4.9† Top 10% Journal in Education & Educational Research† Citation: 15#
[75] Alan Godfrey, Victoria Hetherington, Hubert P. H. Shum, Paolo Bonato, Nigel Lovell and Sam Stuart, "From A to Z: Wearable Technology Explained," Maturitas, vol. 113, pp. 40-47, Elsevier, 2018. Paper Impact Factor: 3.6† Top 25% Journal in Obstetrics & Gynecology† Citation: 349#
[76] Zhiguang Liu, Liuyang Zhou, Howard Leung and Hubert P. H. Shum, "High-Quality Compatible Triangulations and Their Application in Interactive Animation," Computers and Graphics (C&G), vol. 76, pp. 60-72, Elsevier, 2018. Paper YouTube Impact Factor: 2.8† Citation: 10#
✦ [77] Lining Zhang, Hubert P. H. Shum and Ling Shao, "Manifold Regularized Experimental Design for Active Learning," IEEE Transactions on Image Processing (TIP), vol. 26, no. 2, pp. 969-981, IEEE, Feb 2017. Paper REF 2021 Submitted Output Impact Factor: 13.7† Top 10% Journal in Computer Science, Artificial Intelligence† Citation: 10#
✦ [78] 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 (AE), vol. 65, no. Supplement C, pp. 562-569, Elsevier, 2017. Paper Impact Factor: 3.4† Citation: 349#
[79] Muhammad Zeeshan Baig, Nauman Aslam, Hubert P. H. Shum and Li Zhang, "Differential Evolution Algorithm as a Tool for Optimal Feature Subset Selection in Motor Imagery EEG," Expert Systems with Applications (ESWA), vol. 90, pp. 184-195, Elsevier, 2017. Paper Impact Factor: 7.5† Top 25% Journal in Computer Science, Artificial Intelligence† Citation: 205#
[80] 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 (C&G), vol. 69, no. Supplement C, pp. 104-115, Elsevier, 2017. Paper YouTube Impact Factor: 2.8† Citation: 21#
[81] Pierre Plantard, Hubert P. H. Shum and Franck Multon, "Filtered Pose Graph for Efficient Kinect Pose Reconstruction," Multimedia Tools and Applications (MTAP), vol. 76, no. 3, pp. 4291-4312, Springer-Verlag, 2017. Paper YouTube Citation: 48#
[82] 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 (IJIE), vol. 61, pp. 71-80, Elsevier, 2017. Paper Impact Factor: 3.0† Citation: 53#
[83] 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 (IJHFMS), vol. 5, no. 4, pp. 338-353, Inderscience, 2017. Paper Citation: 14#
✦ [84] Zhiguang Liu, Liuyang Zhou, Howard Leung and Hubert P. H. Shum, "Kinect Posture Reconstruction Based on a Local Mixture of Gaussian Process Models," IEEE Transactions on Visualization and Computer Graphics (TVCG), vol. 22, no. 11, pp. 2437-2450, IEEE, Nov 2016. Paper YouTube REF 2021 Submitted Output Impact Factor: 6.5† Top 10% Journal in Computer Science, Software Engineering† Citation: 72#
✦ [85] Lining Zhang, Hubert P. H. Shum and Ling Shao, "Discriminative Semantic Subspace Analysis for Relevance Feedback," IEEE Transactions on Image Processing (TIP), vol. 25, no. 3, pp. 1275-1287, IEEE, Mar 2016. Paper REF 2021 Submitted Output Impact Factor: 13.7† Top 10% Journal in Computer Science, Artificial Intelligence† Citation: 37#
[86] Adam Barnett, Hubert P. H. Shum and Taku Komura, "Coordinated Crowd Simulation with Topological Scene Analysis," Computer Graphics Forum (CGF), vol. 35, no. 6, pp. 120-132, John Wiley and Sons Ltd., 2016. Paper YouTube Impact Factor: 2.9† Citation: 32#
[87] Edmond S. L. Ho, Jacky C. P. Chan, Donald C. K. Chan, Hubert P. H. Shum, Yiu-ming Cheung and P. C. Yuen, "Improving Posture Classification Accuracy for Depth Sensor-Based Human Activity Monitoring in Smart Environments," Computer Vision and Image Understanding (CVIU), vol. 148, pp. 97-110, Elsevier, Jul 2016. Paper Impact Factor: 3.5† Citation: 103#
[88] Naoya Iwamoto, Hubert P. H. Shum, Longzhi Yang and Shigeo Morishima, "Multi-Layer Lattice Model for Real-Time Dynamic Character Deformation," Computer Graphics Forum (CGF) - Proceedings of the 2015 Pacific Conference on Computer Graphics and Applications (PG), vol. 34, no. 7, pp. 99-109, John Wiley and Sons Ltd., Oct 2015. Paper YouTube Impact Factor: 2.9† Citation: 26#
✦ [89] Joseph Henry, Hubert P. H. Shum and Taku Komura, "Interactive Formation Control in Complex Environments," IEEE Transactions on Visualization and Computer Graphics (TVCG), vol. 20, no. 2, pp. 211-222, IEEE, Feb 2014. Paper YouTube REF 2021 Submitted Output Impact Factor: 6.5† Top 10% Journal in Computer Science, Software Engineering† Citation: 31#
[90] Liuyang Zhou, Lifeng Shang, Hubert P. H. Shum and Howard Leung, "Human Motion Variation Synthesis with Multivariate Gaussian Processes," Computer Animation and Virtual Worlds (CAVW) - Proceedings of the 2014 International Conference on Computer Animation and Social Agents (CASA), vol. 25, no. 3--4, pp. 301-309, John Wiley and Sons Ltd., 2014. Paper YouTube Impact Factor: 1.7† Citation: 12#
✦ [91] Hubert P. H. Shum, Edmond S. L. Ho, Yang Jiang and Shu Takagi, "Real-Time Posture Reconstruction for Microsoft Kinect," IEEE Transactions on Cybernetics (TCyb), vol. 43, no. 5, pp. 1357-1369, IEEE, 2013. Paper YouTube REF 2014 Submitted Output Impact Factor: 10.5† Top 10% Journal in Computer Science, Artificial Intelligence† Citation: 187#
[92] Edmond S. L. Ho, Hubert P. H. Shum, Yiu-ming Cheung and P. C. Yuen, "Topology Aware Data-Driven Inverse Kinematics," Computer Graphics Forum (CGF) - Proceedings of the 2013 Pacific Conference on Computer Graphics and Applications (PG), vol. 32, no. 7, pp. 61-70, John Wiley and Sons Ltd., Oct 2013. Paper YouTube Impact Factor: 2.9† Citation: 29#
[93] Hubert P. H. Shum, Ludovic Hoyet, Edmond S. L. Ho, Taku Komura and Franck Multon, "Natural Preparation Behavior Synthesis," Computer Animation and Virtual Worlds (CAVW), vol. 25, no. 5--6, pp. 531-542, John Wiley and Sons Ltd., 2013. Paper YouTube Impact Factor: 1.7†
✦ [94] Hubert P. H. Shum, Taku Komura and Shuntaro Yamazaki, "Simulating Multiple Character Interactions with Collaborative and Adversarial Goals," IEEE Transactions on Visualization and Computer Graphics (TVCG), vol. 18, no. 5, pp. 741-752, IEEE, May 2012. Paper YouTube Part 1 YouTube Part 2 REF 2014 Submitted Output Invited Presentation at ACM I3D 2012 Impact Factor: 6.5† Top 10% Journal in Computer Science, Software Engineering† Citation: 59#
[95] Hubert P. H. Shum, Taku Komura and Shu Takagi, "Fast Accelerometer-Based Motion Recognition with a Dual Buffer Framework," International Journal of Virtual Reality (IJVR), vol. 10, no. 3, pp. 17-24, IPI Press, Sep 2011. Paper YouTube Citation: 11#
[96] Hubert P. H. Shum, Taku Komura and Pranjul Yadav, "Angular Momentum Guided Motion Concatenation," Computer Animation and Virtual Worlds (CAVW) - Proceedings of the 2009 International Conference on Computer Animation and Social Agents (CASA), vol. 20, no. 2--3, pp. 385-394, John Wiley and Sons Ltd., 2009. Paper YouTube Impact Factor: 1.7†
✦ [97] Hubert P. H. Shum, Taku Komura, Masashi Shiraishi and Shuntaro Yamazaki, "Interaction Patches for Multi-Character Animation," ACM Transactions on Graphics (TOG) - Proceedings of the 2008 ACM SIGGRAPH Asia, vol. 27, no. 5, pp. 114:1-114:8, ACM, Dec 2008. Paper YouTube Part 1 YouTube Part 2 YouTube Part 3 Software Patent Number: WO/2010/057897 REF 2014 Submitted Output Impact Factor: 9.5† Top 10% Journal in Computer Science, Software Engineering† Citation: 106#
[98] Jeff K. T. Tang, Howard Leung, Taku Komura and Hubert P. H. Shum, "Emulating Human Perception of Motion Similarity," Computer Animation and Virtual Worlds (CAVW) - Proceedings of the 2008 International Conference on Computer Animation and Social Agents (CASA), vol. 19, no. 3--4, pp. 211-221, John Wiley and Sons Ltd., 2008. Paper YouTube Best Paper Award Impact Factor: 1.7† Citation: 84#
✦ [99] Ruochen Li, Zhanxing Zhu, Tanqiu Qiao and Hubert P. H. Shum, "ViTE: Virtual Graph Trajectory Expert Router for Pedestrian Trajectory Prediction," Proceedings of the 2026 AAAI Conference on Artificial Intelligence (AAAI), pp. 1952, Singapore, Singapore, 2026. Paper Supplementary Material H5-Index: 232# Core A* Conference‡
[100] Ruisheng Han, Kanglei Zhou, Shuang Chen, Amir Atapour-Abarghouei and Hubert P. H. Shum, "CaFlow: Enhancing Long-Term Action Quality Assessment with Causal Counterfactual Flow," Proceedings of the 2026 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), pp. 8231-8241, Arizona, USA, IEEE/CVF, 2026. Paper GitHub H5-Index: 131# Core A Conference‡
[101] Wenke E, Yixin Sun, Jiaxu Liu, Hubert P. H. Shum, Amir Atapour-Abarghouei and Toby P. Breckon, "KD360-VoxelBEV: LiDAR and 360-Degree Camera Cross Modality Knowledge Distillation for Bird’s-Eye-View Segmentation," Proceedings of the 2026 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), pp. 3483-3493, Arizona, USA, IEEE/CVF, 2026. Paper Supplementary Material YouTube H5-Index: 131# Core A Conference‡
[102] Jamie Stirling, Noura Al Moubayed and Hubert P. H. Shum, "Investigating Permutation-Invariant Discrete Representation Learning for Spatially Aligned Images," Proceedings of the 2026 International Conference on Pattern Recognition (ICPR), Lyon, France, 2026. Paper Supplementary Material H5-Index: 68#
[103] Yuxuan Xie, Nicolas Pugeault, Chongfeng Wei, Hubert P. H. Shum and Edmond S. L. Ho, "Where Will They Go? Modelling Multimodal Pedestrian Manoeuvres from Ego-Centric Videos," Proceedings of the 2026 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Pittsburgh, USA, IEEE/RSJ, 2026. Paper H5-Index: 92# Core A Conference‡
[104] Ruochen Li, Ziyi Chang, Junyan Hu, Jiannan Li, Amir Atapour-Abarghouei and Hubert P. H. Shum, "ART: Adaptive Relational Transformer for Pedestrian Trajectory Prediction with Temporal-Aware Relations," Proceedings of the 2026 IEEE International Conference on Human-Machine Systems (ICHMS), Singapore, Singapore, IEEE, 2026. Paper
[105] Jinyu Liu, Effie Lai-Chong Law and Hubert P. H. Shum, "ArtiQ: An Artist-in-the-Loop Chatbot for Question Answering in Art Galleries," Proceedings of the 2026 Nordic Conference on Human-Computer Interaction (NordiCHI), Vaasa, Finland, 2026.
[106] Jiaxu Liu, Li Li, Hubert P. H. Shum and Toby P. Breckon, "TFDM: Time-Variant Frequency-Based Point Cloud Diffusion with State Space Model," Proceedings of the 2026 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshop (CVPRW), pp. 4667-4676, Colorado, USA, IEEE/CVF, 2026. Paper Supplementary Material
[107] Jamie Stirling, Noura Al Moubayed, Chris G. Willcocks and Hubert P. H. Shum, "Controllable Image Generation with Composed Parallel Token Prediction," Proceedings of the 2026 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshop (CVPRW), pp. 5074-5083, Colorado, USA, IEEE/CVF, 2026. Paper Supplementary Material
[108] Yuxin Zhang, Cheng Wang and Hubert P. H. Shum, "Benchmarking Autonomous Vehicles: A Driver Foundation Model Framework," Proceeding of the 2026 International Workshop on Critical Automotive Applications: Robustness & Safety (CARS), Munich, Germany, 2026. Paper
✦ [109] Ziyi Chang, He Wang, George Alex Koulieris and Hubert P. H. Shum, "Large-Scale Multi-Character Interaction Synthesis," Proceedings of the 2025 ACM SIGGRAPH, pp. Article 114, Vancouver, Canada, ACM, 2025. Paper Supplementary Material YouTube Core A* Conference‡
✦ [110] Xiaotang Zhang, Ziyi Chang, Qianhui Men and Hubert P. H. Shum, "Motion In-Betweening for Densely Interacting Characters," Proceedings of the 2025 ACM SIGGRAPH Asia, pp. 96, Hong Kong, China, ACM, 2025. Paper YouTube Core A* Conference‡
[111] Shuang Chen, Haozheng Zhang, Amir Atapour-Abarghouei and Hubert P. H. Shum, "SEM-Net: Efficient Pixel Modelling for Image Inpainting with Spatially Enhanced SSM," Proceedings of the 2025 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), pp. 461-471, Arizona, USA, IEEE/CVF, 2025. Paper YouTube Oral Paper (Top 8.2% of 2458 Submissions) H5-Index: 131# Core A Conference‡ Citation: 30#
[112] Jinyu Liu, Effie Lai-Chong Law and Hubert P. H. Shum, "Exploring Artists' and Art Viewers' Perspectives for Art Chatbots: Implications for a Design Framework ," Proceedings of the 2025 ACM Conversational User Interfaces Conference (CUI), pp. Article 40, Waterloo, Canada, ACM, 2025. Paper
[113] Nikos Mavrakis, Effie Lai-Chong Law and Hubert P. H. Shum, "Integrating Human-in-the-loop AI to Tackle Space Communication Delay Challenges," Proceedings of the 2025 Human Computer Interaction for Space Exploration (SpaceCHI), Cologne, Germany, 2025. Paper
[114] Claire Warwick, Andrew Beresford, Soazig Casteau, Hubert P. H. Shum, Daniel T. Smith and Francis Xiatian Zhang, "Using Fixed and Mobile Eye Tracking to Understand How Visitors View Art in a Museum: A Study at the Bowes Museum, County Durham, UK," Proceedings of the 2025 ADHO Digital Humanities Conference (DH), Lisbon, Portugal, 2025. Paper
[115] Ruisheng Han, Kanglei Zhou, Amir Atapour-Abarghouei, Xiaohui Liang and Hubert P. H. Shum, "FineCausal: A Causal-Based Framework for Interpretable Fine-Grained Action Quality Assessment," Proceedings of the 2025 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), pp. 6017-6026, Nashville, USA, IEEE/CVF, 2025. Paper GitHub H5-Index: 117# Citation: 10#
✦ [116] Li Li, Hubert P. H. Shum and Toby P. Breckon, "RAPiD-Seg: Range-Aware Pointwise Distance Distribution Networks for 3D LiDAR Segmentation," Proceedings of the 2024 European Conference on Computer Vision (ECCV), vol. 15065, pp. 222-241, Milan, Italy, Springer, 2024. Paper Supplementary Material GitHub YouTube Part 1 YouTube Part 2 Oral Paper (Top 2.3% of 8585 Submissions) H5-Index: 262# Core A* Conference‡ Citation: 27#
✦ [117] 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," Proceedings of the 2024 European Conference on Computer Vision (ECCV), vol. 15069, pp. 375-392, Milan, Italy, Springer, 2024. Paper Supplementary Material YouTube Oral Paper (Top 2.3% of 8585 Submissions) H5-Index: 262# Core A* Conference‡ Citation: 30#
✦ [118] Francis Xiatian Zhang, Shuang Chen, Xianghua Xie and Hubert P. H. Shum, "Depth-Aware Endoscopic Video Inpainting," Proceedings of the 2024 International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), pp. 143-153, Marrakesh, Morocco, Springer, 2024. Paper Supplementary Material GitHub YouTube H5-Index: 98# Core A Conference‡
[119] Mingyue Liu, Jonathan Frawley, Sarah Wyer, Hubert P. H. Shum, Sara L. Uckelman, Sue Black and Chris G. Willcocks, "Self-Regulated Sample Diversity in Large Language Models," Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics (NAACL), pp. 1891-1899, Mexico City, Mexico, ACL, 2024. Paper H5-Index: 126# Core A Conference‡
[120] Jiaxu Liu, Zhengdi Yu, Toby P. Breckon and Hubert P. H. Shum, "U3DS3: Unsupervised 3D Semantic Scene Segmentation," Proceedings of the 2024 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), pp. 3759-3768, Hawaii, USA, IEEE/CVF, Jan 2024. Paper Supplementary Material YouTube H5-Index: 131# Core A Conference‡ Citation: 35#
[121] Shuang Chen, Amir Atapour-Abarghouei, Haozheng Zhang and Hubert P. H. Shum, "MxT: Mamba x Transformer for Image Inpainting," Proceedings of the 2024 British Machine Vision Conference (BMVC), Glasgow, UK, 2024. Paper GitHub YouTube H5-Index: 57# Core A Conference‡ Citation: 29#
[122] Li Li, Tanqiu Qiao, Hubert P. H. Shum and Toby P. Breckon, "TraIL-Det: Transformation-Invariant Local Feature Networks for 3D LiDAR Object Detection with Unsupervised Pre-Training," Proceedings of the 2024 British Machine Vision Conference (BMVC), Glasgow, UK, 2024. Paper Supplementary Material H5-Index: 57# Core A Conference‡
[123] Tanqiu Qiao, Ruochen Li, Frederick W. B. Li and Hubert P. H. Shum, "From Category to Scenery: An End-to-End Framework for Multi-Person Human-Object Interaction Recognition in Videos," Proceedings of the 2024 International Conference on Pattern Recognition (ICPR), Kolkata, India, 2024. Paper Supplementary Material H5-Index: 68#
[124] Ruizhi Liu, Paolo Remagnino and Hubert P. H. Shum, "Neural-Code PIFu: High-Fidelity Single Image 3D Human Reconstruction via Neural Code Integration," Proceedings of the 2024 International Conference on Pattern Recognition (ICPR), Kolkata, India, 2024. Paper H5-Index: 68#
[125] Luca Crosato, Chongfeng Wei, Edmond S. L. Ho, Hubert P. H. Shum and Yuzhu Sun, "A Virtual Reality Framework for Human-Driver Interaction Research: Safe and Cost-Effective Data Collection," Proceedings of the 2024 ACM/IEEE International Conference on Human Robot Interaction (HRI), pp. 167-174, Colorado, USA, ACM/IEEE, 2024. Paper H5-Index: 52# Core A* Conference‡ Citation: 15#
[126] Jinyu Liu, Effie Lai-Chong Law and Hubert P. H. Shum, "Chatbots and Art Critique: A Comparative Study of Chatbot and Human Experts in Traditional Chinese Painting Education," Proceedings of the 2024 Nordic Conference on Human-Computer Interaction (NordiCHI), pp. 50, Uppsala, Sweden, ACM, 2024. Paper
[127] Abril Corona-Figueroa, Hubert P. H. Shum and Chris G. Willcocks, "Repeat and Concatenate: 2D to 3D Image Translation with 3D to 3D Generative Modeling," Proceedings of the 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), pp. 2315-2324, Seattle, USA, IEEE/CVF, 2024. Paper Best Paper Award H5-Index: 117#
[128] Baiyi Li, Edmond S. L. Ho, Hubert P. H. Shum and He Wang, "Two-Person Interaction Augmentation with Skeleton Priors," Proceedings of the 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), pp. 1900-1910, Seattle, USA, IEEE/CVF, 2024. Paper Supplementary Material YouTube H5-Index: 117# Citation: 13#
✦ [129] Li Li, Hubert P. H. Shum and Toby P. Breckon, "Less is More: Reducing Task and Model Complexity for 3D Point Cloud Semantic Segmentation," Proceedings of the 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), pp. 9361-9371, Vancouver, Canada, IEEE/CVF, Jun 2023. Paper Supplementary Material GitHub YouTube H5-Index: 450# Core A* Conference‡ Citation: 72#
✦ [130] Zhengzhi Lu, He Wang, Ziyi Chang, Guoan Yang and Hubert P. H. Shum, "Hard No-Box Adversarial Attack on Skeleton-Based Human Action Recognition with Skeleton-Motion-Informed Gradient," Proceedings of the 2023 IEEE/CVF International Conference on Computer Vision (ICCV), pp. 4574-4583, Paris, France, IEEE/CVF, Oct 2023. Paper Supplementary Material GitHub YouTube H5-Index: 256# Core A* Conference‡ Citation: 28#
✦ [131] Abril Corona-Figueroa, Sam Bond-Taylor, Neelanjan Bhowmik, Yona Falinie A. Gaus, Toby P. Breckon, Hubert P. H. Shum and Chris G. Willcocks, "Unaligned 2D to 3D Translation with Conditional Vector-Quantized Code Diffusion using Transformers," Proceedings of the 2023 IEEE/CVF International Conference on Computer Vision (ICCV), pp. 14539-14548, Paris, France, IEEE/CVF, Oct 2023. Paper Supplementary Material YouTube H5-Index: 256# Core A* Conference‡ Citation: 14#
✦ [132] Qi Feng, Hubert P. H. Shum and Shigeo Morishima, "Enhancing Perception and Immersion in Pre-Captured Environments through Learning-Based Eye Height Adaptation," Proceedings of the 2023 IEEE International Symposium on Mixed and Augmented Reality (ISMAR), pp. 405-414, Sydney, Australia, IEEE, Oct 2023. Paper YouTube Core A* Conference‡
✦ [133] Kanglei Zhou, Chen Chen, Yue Ma, Zhiying Leng, Hubert P. H. Shum, Frederick W. B. Li and Xiaohui Liang, "A Mixed Reality Training System for Hand-Object Interaction in Simulated Microgravity Environments," Proceedings of the 2023 IEEE International Symposium on Mixed and Augmented Reality (ISMAR), pp. 167-176, Sydney, Australia, IEEE, Oct 2023. Paper YouTube Core A* Conference‡ Citation: 11#
[134] Francis Xiatian Zhang, Sisi Zheng, Hubert P. H. Shum, Haozheng Zhang, Nan Song, Mingkang Song and Hongxiao Jia, "Correlation-Distance Graph Learning for Treatment Response Prediction from rs-fMRI," Proceedings of the 2023 International Conference on Neural Information Processing (ICONIP), pp. 298-312, Changsha, China, Springer, Nov 2023. Paper GitHub
[135] Ziyi Chang, Edmund J. C. Findlay, Haozheng Zhang and Hubert P. H. Shum, "Unifying Human Motion Synthesis and Style Transfer with Denoising Diffusion Probabilistic Models," Proceedings of the 2023 International Conference on Computer Graphics Theory and Applications (GRAPP), pp. 64-74, Lisbon, Portugal, SciTePress, Feb 2023. Paper YouTube Citation: 31#
[136] Mridula Vijendran, Frederick W. B. Li and Hubert P. H. Shum, "Tackling Data Bias in Painting Classification with Style Transfer," Proceedings of the 2023 International Conference on Computer Vision Theory and Applications (VISAPP), pp. 250-261, Lisbon, Portugal, SciTePress, Feb 2023. Paper
[137] Yona Falinie A. Gaus, Neelanjan Bhowmik, Brian K. S. Isaac-Medina, Hubert P. H. Shum, Amir Atapour-Abarghouei and Toby P. Breckon, "Region-Based Appearance and Flow Characteristics for Anomaly Detection in Infrared Surveillance Imagery," Proceedings of the 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), pp. 2995-3005, Vancouver, Canada, IEEE/CVF, Jun 2023. Paper H5-Index: 117# Citation: 13#
✦ [138] Tanqiu Qiao, Qianhui Men, Frederick W. B. Li, Yoshiki Kubotani, Shigeo Morishima and Hubert P. H. Shum, "Geometric Features Informed Multi-Person Human-Object Interaction Recognition in Videos," Proceedings of the 2022 European Conference on Computer Vision (ECCV), pp. 474-491, Tel Aviv, Israel, Springer, Oct 2022. Paper Supplementary Material GitHub Dataset H5-Index: 262# Core A* Conference‡ Citation: 36#
✦ [139] 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," Proceedings of the 2022 International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), pp. 489-499, Singapore, Singapore, Springer, Sep 2022. Paper Supplementary Material H5-Index: 98# Core A Conference‡ Citation: 28#
✦ [140] Qi Feng, Hubert P. H. Shum and Shigeo Morishima, "360 Depth Estimation in the Wild - The Depth360 Dataset and the SegFuse Network," Proceedings of the 2022 IEEE Conference on Virtual Reality and 3D User Interfaces (VR), pp. 664-673, IEEE, Mar 2022. Paper YouTube Part 1 YouTube Part 2 H5-Index: 52# Core A* Conference‡ Citation: 33#
[141] Ziyi Chang, George Alex Koulieris and Hubert P. H. Shum, "3D Reconstruction of Sculptures from Single Images via Unsupervised Domain Adaptation on Implicit Models," Proceedings of the 2022 ACM Symposium on Virtual Reality Software and Technology (VRST), pp. 1-10, Tsukuba, Japan, ACM, Nov 2022. Paper GitHub YouTube
[142] Ruochen Li, Stamos Katsigiannis and Hubert P. H. Shum, "Multiclass-SGCN: Sparse Graph-Based Trajectory Prediction with Agent Class Embedding," Proceedings of the 2022 IEEE International Conference on Image Processing (ICIP), pp. 2346-2350, Bordeaux, France, IEEE, Oct 2022. Paper GitHub H5-Index: 55# Citation: 30#
[143] Haozheng Zhang, Hubert P. H. Shum and Edmond S. L. Ho, "Cerebral Palsy Prediction with Frequency Attention Informed Graph Convolutional Networks," Proceedings of the 2022 International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), pp. 1619-1625, Glasgow, UK, IEEE, Jul 2022. Paper YouTube Oral Paper Citation: 20#
[144] Abril Corona-Figueroa, Jonathan Frawley, Sam Bond-Taylor, Sarath Bethapudi, Hubert P. H. Shum and Chris G. Willcocks, "MedNeRF: Medical Neural Radiance Fields for Reconstructing 3D-Aware CT-projections from a Single X-ray," Proceedings of the 2022 International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), pp. 3843-3848, Glasgow, UK, IEEE, Jul 2022. Paper GitHub Citation: 204#
[145] Manli Zhu, Edmond S. L. Ho and Hubert P. H. Shum, "A Skeleton-Aware Graph Convolutional Network for Human-Object Interaction Detection," Proceedings of the 2022 IEEE International Conference on Systems, Man, and Cybernetics (SMC), pp. 275-281, Prague, Czech Republic, IEEE, Oct 2022. Paper
[146] Francis Xiatian Zhang, Noura Al Moubayed and Hubert P. H. Shum, "Towards Graph Representation Learning Based Surgical Workflow Anticipation," Proceedings of the 2022 IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI), pp. 1-4, Ioannina, Greece, IEEE, Sep 2022. Paper GitHub YouTube Oral Paper
[147] Shuang Chen, Amir Atapour-Abarghouei, Jane Kerby, Edmond S. L. Ho, David C. G. Sainsbury, Sophie Butterworth and Hubert P. H. Shum, "A Feasibility Study on Image Inpainting for Non-Cleft Lip Generation from Patients with Cleft Lip," Proceedings of the 2022 IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI), pp. 1-4, Ioannina, Greece, IEEE, Sep 2022. Paper GitHub Oral Paper Citation: 11#
[148] Daniel Organisciak, Matthew Poyser, Aishah Alsehaim, Shanfeng Hu, Brian K. S. Isaac-Medina, Toby P. Breckon and Hubert P. H. Shum, "UAV-ReID: A Benchmark on Unmanned Aerial Vehicle Re-Identification in Video Imagery," Proceedings of the 2022 International Conference on Computer Vision Theory and Applications (VISAPP), pp. 136-146, SciTePress, Feb 2022. Paper GitHub Citation: 12#
✦ [149] Zhiying Leng, Jiaying Chen, Hubert P. H. Shum, Frederick W. B. Li and Xiaohui Liang, "Stable Hand Pose Estimation under Tremor via Graph Neural Network," Proceedings of the 2021 IEEE Conference on Virtual Reality and 3D User Interfaces (VR), pp. 226-234, IEEE, Mar 2021. Paper YouTube H5-Index: 52# Core A* Conference‡ Citation: 11#
✦ [150] Kanglei Zhou, Jiaying Chen, Hubert P. H. Shum, Frederick W. B. Li and Xiaohui Liang, "STGAE: Spatial Temporal Graph Auto-Encoder for Hand Motion Denoising," Proceedings of the 2021 IEEE International Symposium on Mixed and Augmented Reality (ISMAR), pp. 41-49, Bari, Italy, IEEE, Oct 2021. Paper GitHub YouTube Core A* Conference‡ Citation: 22#
[151] Ben Rainbow, Qianhui Men and Hubert P. H. Shum, "Semantics-STGCNN: A Semantics-Guided Spatial-Temporal Graph Convolutional Network for Multi-Class Trajectory Prediction," Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics (SMC), pp. 2959-2966, Melbourne, Australia, IEEE, Oct 2021. Paper YouTube Citation: 38#
[152] Li Li, Khalid N. Ismail, Hubert P. H. Shum and Toby P. Breckon, "DurLAR: A High-fidelity 128-Channel LiDAR Dataset with Panoramic Ambientand Reflectivity Imagery for Multi-Modal Autonomous Driving Applications," Proceedings of the 2021 International Conference on 3D Vision (3DV), pp. 1227-1237, IEEE, Dec 2021. Paper GitHub YouTube Dataset H5-Index: 56# Citation: 33#
[153] 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," Proceedings of the 2021 IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI), pp. 1-4, IEEE, Jul 2021. Paper YouTube Citation: 27#
[154] Luca Crosato, Chongfeng Wei, Edmond S. L. Ho and Hubert P. H. Shum, "Human-Centric Autonomous Driving in an AV-Pedestrian Interactive Environment Using SVO," Proceedings of the 2021 IEEE International Conference on Human-Machine Systems (ICHMS), pp. 1-6, Magdeburg, Germany, IEEE, Sep 2021. Paper YouTube Best Paper Award Citation: 33#
[155] Brian K. S. Isaac-Medina, Matthew Poyser, Daniel Organisciak, Chris G. Willcocks, Toby P. Breckon and Hubert P. H. Shum, "Unmanned Aerial Vehicle Visual Detection and Tracking using Deep Neural Networks: A Performance Benchmark," Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW), pp. 1223-1232, IEEE/CVF, Oct 2021. Paper GitHub H5-Index: 63# Citation: 137#
[156] Qi Feng, Hubert P. H. Shum and Shigeo Morishima, "Bi-Projection Based Foreground-Aware Omnidirectional Depth Prediction," Proceedings of the 2021 Visual Computing (VC), Sep 2021. Paper
[157] Qianhui Men, Howard Leung, Edmond S. L. Ho and Hubert P. H. Shum, "A Two-Stream Recurrent Network for Skeleton-Based Human Interaction Recognition," Proceedings of the 2020 International Conference on Pattern Recognition (ICPR), pp. 2771-2778, Milan, Italy, Jan 2020. Paper YouTube H5-Index: 68# Citation: 16#
[158] Daniel Organisciak, Edmond S. L. Ho and Hubert P. H. Shum, "Makeup Style Transfer on Low-Quality Images with Weighted Multi-Scale Attention," Proceedings of the 2020 International Conference on Pattern Recognition (ICPR), pp. 6011-6018, Milan, Italy, Jan 2020. Paper Supplementary Material YouTube H5-Index: 68# Citation: 14#
[159] Naoki Nozawa, Hubert P. H. Shum, Edmond S. L. Ho and Shigeo Morishima, "Single Sketch Image Based 3D Car Shape Reconstruction with Deep Learning and Lazy Learning," Proceedings of the 2020 International Conference on Computer Graphics Theory and Applications (GRAPP), pp. 179-190, Valletta, Malta, SciTePress, Feb 2020. Paper YouTube Best Student Paper Award Citation: 15#
[160] Naoya Iwamoto, Hubert P. H. Shum, Wakana Asahina and Shigeo Morishima, "Automatic Sign Dance Synthesis from Gesture-Based Sign Language," Proceedings of the 2019 ACM SIGGRAPH Conference on Motion, Interaction and Games (MIG), pp. 18:1-18:9, Newcastle upon Tyne, UK, ACM, Oct 2019. Paper YouTube
[161] Shanfeng Hu, Hubert P. H. Shum and Antonio Mucherino, "DSPP: Deep Shape and Pose Priors of Humans," Proceedings of the 2019 ACM SIGGRAPH Conference on Motion, Interaction and Games (MIG), pp. 1:1-1:6, Newcastle upon Tyne, UK, ACM, Oct 2019. Paper YouTube
[162] Dimitrios Sakkos, Hubert P. H. Shum and Edmond S. L. Ho, "Illumination-Based Data Augmentation for Robust Background Subtraction," Proceedings of the 2019 International Conference on Software, Knowledge, Information Management and Applications (SKIMA), pp. 1-8, Island of Ukulhas, Maldives, IEEE, Aug 2019. Paper GitHub Best Paper Award Citation: 25#
[163] 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," Proceedings of the 2018 International Conference on Software, Knowledge, Information Management and Applications (SKIMA), pp. 1-8, Phnom Penh, Cambodia, IEEE, Dec 2018. Paper
[164] Andreea Stef, Kaveen Perera, Hubert P. H. Shum and Edmond S. L. Ho, "Synthesizing Expressive Facial and Speech Animation by Text-to-IPA Translation with Emotion Control," Proceedings of the 2018 International Conference on Software, Knowledge, Information Management and Applications (SKIMA), pp. 1-8, Phnom Penh, Cambodia, IEEE, Dec 2018. Paper Citation: 10#
[165] Christopher Flinton, Philip Anderson, Hubert P. H. Shum and Edmond S. L. Ho, "NETIVAR: NETwork Information Visualization Based on Augmented Reality," Proceedings of the 2018 International Conference on Software, Knowledge, Information Management and Applications (SKIMA), pp. 1-8, Phnom Penh, Cambodia, IEEE, Dec 2018. Paper GitHub YouTube
[166] Worasak Rueangsirarak, Kitchana Kaewkaen and Hubert P. H. Shum, "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), pp. 780-783, Chaing Rai, Thailand, IEEE, Jul 2018. Paper
[167] Zheming Zuo, Daniel Organisciak, Hubert P. H. Shum and Longzhi Yang, "Saliency-Informed Spatio-Temporal Vector of Locally Aggregated Descriptors and Fisher Vectors for Visual Action Recognition," Proceedings of the 2018 British Machine Vision Conference Workshop on Image Analysis for Human Facial and Activity Recognition (IAHFAR), Newcastle upon Tyne, UK, Sep 2018. Paper
[168] Edmond S. L. Ho, Kevin D. McCay, Hubert P. H. Shum, Longzhi Yang, David Sainsbury and Peter Hodgkinson, "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, Xian, China, Jun 2018. Paper
[169] Qi Feng, Hubert P. H. Shum and Shigeo Morishima, "Occlusion for 3D Object Manipulation with Hands in Augmented Reality," Proceedings of the 2018 Meeting on Image Recognition and Understanding (MIRU), Sapporo, Japan, Aug 2018.
[170] Naoya Iwamoto, Takuya Kato, Hubert P. H. Shum, Ryo Kakitsuka, Kenta Hara and Shigeo Morishima, "DanceDJ: A 3D Dance Animation Authoring System for Live Performance," Proceedings of the 2017 International Conference on Advances in Computer Entertainment Technology (ACE), pp. 653-670, London, UK, Dec 2017. Paper YouTube Best Paper Award
[171] Edmond S. L. Ho, Hubert P. H. Shum, He Wang and Li Yi, "Synthesizing Motion with Relative Emotion Strength," Proceedings of the 2017 ACM SIGGRAPH Asia Workshop on Data-Driven Animation Techniques (D2AT), Bangkok, Thailand, Nov 2017. Paper
[172] Zhiguang Liu, Howard Leung, Liuyang Zhou, Franck Multon and Hubert P. H. Shum, "High Quality Compatible Triangulations for Planar Shape Animation," Proceedings of the 2017 ACM SIGGRAPH Asia Workshop on Data-Driven Animation Techniques (D2AT), Bangkok, Thailand, Nov 2017. Paper YouTube
[173] Shanfeng Hu, Worasak Rueangsirarak, Maxime Bouchee, Nauman Aslam and Hubert P. H. Shum, "A Motion Classification Approach to Fall Detection," Proceedings of the 2017 International Conference on Software, Knowledge, Information Management and Applications (SKIMA), pp. 1-6, Colombo, Sri Lanka, IEEE, Dec 2017. Paper
[174] Shoujiang Xu, Edmond S. L. Ho, Nauman Aslam and Hubert P. H. Shum, "Unsupervised Abnormal Behaviour Detection with Overhead Crowd Video," Proceedings of the 2017 International Conference on Software, Knowledge, Information Management and Applications (SKIMA), pp. 1-6, Colombo, Sri Lanka, IEEE, Dec 2017. Paper
[175] 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," Proceedings of the 2017 Global Wireless Summit (GWS), pp. 64-69, Cape Town, South Africa, Oct 2017. Paper
✦ [176] Jingtian Zhang, Lining Zhang, Hubert P. H. Shum and Ling Shao, "Arbitrary View Action Recognition via Transfer Dictionary Learning on Synthetic Training Data," Proceedings of the 2016 IEEE International Conference on Robotics and Automation (ICRA), pp. 1678-1684, Stockholm, Sweden, IEEE, May 2016. Paper GitHub Dataset H5-Index: 129# Core A* Conference‡ Citation: 16#
[177] Hubert P. H. Shum, He Wang, Edmond S. L. Ho and Taku Komura, "SkillVis: A Visualization Tool for Boxing Skill Assessment," Proceedings of the 2016 ACM International Conference on Motion in Games (MIG), pp. 145-153, San Francisco, USA, ACM, Oct 2016. Paper YouTube
[178] Meng Li, Howard Leung and Hubert P. H. Shum, "Human Action Recognition via Skeletal and Depth Based Feature Fusion," Proceedings of the 2016 ACM International Conference on Motion in Games (MIG), pp. 123-132, San Francisco, USA, ACM, Oct 2016. Paper Citation: 40#
[179] Jie Li, Hubert P. H. Shum, Xin Fu, Graham Sexton and Longzhi Yang, "Experience-Based Rule Base Generation and Adaptation for Fuzzy Interpolation," Proceedings of the 2016 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), pp. 102-109, Vancouver, Canada, IEEE, Jul 2016. Paper IEEE CIS Outstanding Student-Paper Travel Grants Citation: 26#
[180] Yao Tan, Jie Li, Martin Wonders, Fei Chao, Hubert P. H. Shum and Longzhi Yang, "Towards Sparse Rule Base Generation for Fuzzy Rule Interpolation," Proceedings of the 2016 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), pp. 110-117, Vancouver, Canada, IEEE, Jul 2016. Paper IEEE CIS Outstanding Student-Paper Travel Grants Citation: 35#
[181] Yang Yang, Huiwen Bian, Hubert P. H. Shum, Nauman Aslam and Lanling Zeng, "Temporal Clustering of Motion Capture Data with Optimal Partitioning," Proceedings of the 2016 International Conference on Virtual-Reality Continuum and its Applications in Industry (VRCAI), pp. 479-482, Zhuhai, China, ACM, Dec 2016. Paper
[182] Jie Li, Yanpeng Qu, Hubert P. H. Shum and Longzhi Yang, "TSK Inference with Sparse Rule Bases," Proceedings of the 2016 UK Workshop on Computational Intelligence (UKCI), pp. 107-123, Lancaster, UK, Springer International Publishing, Sep 2016. Paper Best Paper Award Citation: 28#
[183] Pierre Plantard, Hubert P. H. Shum and Franck Multon, "Ergonomics Measurements using Kinect with a Pose Correction Framework," Proceedings of the 2016 International Digital Human Modeling Symposium (DHM), Montreal, Canada, Jun 2016. Paper
[184] Zhiguang Liu, Howard Leung, Liuyang Zhou and Hubert P. H. Shum, "High Quality Compatible Triangulations for 2D Shape Morphing," Proceedings of the 2015 ACM Symposium on Virtual Reality Software and Technology (VRST), pp. 85-94, Beijing, China, ACM, Nov 2015. Paper YouTube Citation: 15#
[185] Jie Li, Longzhi Yang, Hubert P. H. Shum, Graham Sexton and Yao Tan, "Intelligent Home Heating Controller Using Fuzzy Rule Interpolation," Proceedings of the 2015 UK Workshop on Computational Intelligence (UKCI), Exeter, UK, 2015. Paper Citation: 21#
[186] Liuyang Zhou, Zhiguang Liu, Howard Leung and Hubert P. H. Shum, "Posture Reconstruction Using Kinect with a Probabilistic Model," Proceedings of the 2014 ACM Symposium on Virtual Reality Software and Technology (VRST), pp. 117-125, Edinburgh, UK, ACM, Oct 2014. Paper YouTube Citation: 36#
[187] Mohamed Omar, Alamgir Hossain, Li Zhang and Hubert P. H. Shum, "An Intelligent Mobile-Based Automatic Diagnostic System to Identify Retinal Diseases using Mathematical Morphological Operations," Proceedings of the 2014 International Conference on Software, Knowledge, Information Management and Applications (SKIMA), pp. 1-5, Dhaka, Bangladesh, Dec 2014. Paper Citation: 28#
✦ [188] Edmond S. L. Ho and Hubert P. H. Shum, "Motion Adaptation for Humanoid Robots in Constrained Environments," Proceedings of the 2013 IEEE International Conference on Robotics and Automation (ICRA), pp. 3813-3818, Karlsruhe, IEEE, May 2013. Paper YouTube H5-Index: 129# Core A* Conference‡ Citation: 30#
[189] Hubert P. H. Shum, Ludovic Hoyet, Edmond S. L. Ho, Taku Komura and Franck Multon, "Preparation Behaviour Synthesis with Reinforcement Learning," Proceedings of the 2013 International Conference on Computer Animation and Social Agents (CASA), Turkey, Istanbul, John Wiley and Sons Ltd., May 2013. Paper YouTube
[190] Joseph Henry, Hubert P. H. Shum and Taku Komura, "Environment-Aware Real-Time Crowd Control," Proceedings of the 2012 ACM SIGGRAPH/Eurographics Symposium on Computer Animation (SCA), pp. 193-200, Lausanne, Switzerland, Eurographics Association, Jul 2012. Paper YouTube Citation: 36#
[191] Hubert P. H. Shum and Edmond S. L. Ho, "Real-Time Physical Modelling of Character Movements with Microsoft Kinect," Proceedings of the 2012 ACM Symposium on Virtual Reality Software and Technology (VRST), pp. 17-24, Toronto, Ontario, Canada, ACM, Dec 2012. Paper YouTube Citation: 67#
[192] Kevin Mackay, Hubert P. H. Shum and Taku Komura, "Environment Capturing with Microsoft Kinect," Proceedings of the 2012 International Conference on Software, Knowledge, Information Management and Applications (SKIMA), Dhaka, Bangladesh, Dec 2012. Paper
[193] Hubert P. H. Shum, Taku Komura, Takaaki Shiratori and Shu Takagi, "Physically-Based Character Control in Low Dimensional Space," Proceedings of the 2010 ACM International Conference on Motion in Games (MIG), vol. 6459, pp. 23-34, Utrecht, The Netherlands, Springer-Verlag, Nov 2010. Paper YouTube Citation: 10#
[194] Hubert P. H. Shum, Taku Komura and Shuntaro Yamazaki, "Simulating Interactions of Avatars in High Dimensional State Space," Proceedings of the 2008 ACM SIGGRAPH Symposium on Interactive 3D Graphics and Games (I3D), pp. 131-138, Redwood City, California, ACM, Feb 2008. Paper YouTube Part 1 YouTube Part 2 Citation: 53#
[195] Jeff K. T. Tang, Howard Leung, Taku Komura and Hubert P. H. Shum, "Finding Repetitive Patterns in 3D Human Motion Captured Data," Proceedings of the 2008 International Conference on Ubiquitous Information Management and Communication (ICUIMC), pp. 396-403, Suwon, Korea, ACM, Jan 2008. Paper Citation: 25#
[196] Taku Komura, Hubert P. H. Shum and Edmond S. L. Ho, "Simulating Interactions of Characters," Proceedings of the 2008 ACM International Conference on Motion in Games (MIG), pp. 94-103, Utrecht, The Netherlands, Springer-Verlag, Jun 2008. Paper
[197] Hubert P. H. Shum, Taku Komura and Shuntaro Yamazaki, "Simulating Competitive Interactions using Singly Captured Motions," Proceedings of the 2007 ACM Symposium on Virtual Reality Software and Technology (VRST), pp. 65-72, Newport Beach, California, ACM, Nov 2007. Paper YouTube Citation: 47#
[198] Hubert P. H. Shum, Taku Komura and Akinori Nagano, "Automatic Evaluation of Boxing Techniques from Captured Shadow Boxing Data," Proceedings of the 2007 Congress of International Society of Biomechanics (ISB), vol. 40, pp. 277, Taipei, Taiwan, Jul 2007. Paper YouTube
[199] Hubert P. H. Shum and Taku Komura, "Tracking the Translational and Rotational Movement of the Ball Using High-Speed Camera Movies," Proceedings of the 2005 IEEE International Conference on Image Processing (ICIP), vol. 3, pp. 1084-1087, Genova, Italy, IEEE, Sep 2005. Paper H5-Index: 55# Citation: 59#
[200] Hubert P. H. Shum and Taku Komura, "A Spatiotemporal Approach to Extract the 3D Trajectory of the Baseball from a Single View Video Sequence," Proceedings of the 2004 IEEE International Conference on Multimedia and Expo (ICME), vol. 3, pp. 1583-1586, Taipei, Taiwan, IEEE, Jun 2004. Paper Software H5-Index: 50# Core A Conference‡ Citation: 40#
[201] Edmund J. C. Findlay, Haozheng Zhang, Ziyi Chang and Hubert P. H. Shum, "Denoising Diffusion Probabilistic Models for Styled Walking Synthesis," Proceedings of the 2022 ACM SIGGRAPH Conference on Motion, Interaction and Games (MIG) Posters, Guanajuato, Mexico, ACM, 2022. Paper YouTube
[202] Naoki Nozawa, Hubert P. H. Shum, Edmond S. L. Ho and Shigeo Morishima, "3D Car Shape Reconstruction from a Single Sketch Image," Proceedings of the 2019 ACM SIGGRAPH Conference on Motion, Interaction and Games (MIG) Posters, pp. 37:1-37:2, Newcastle upon Tyne, UK, ACM, Oct 2019. Paper Best Poster Award
[203] Jingtian Zhang, Hubert P. H. Shum, Kevin D. McCay and Edmond S. L. Ho, "Prior-Less 3D Human Shape Reconstruction with an Earth Mover's Distance Informed CNN," Proceedings of the 2019 ACM SIGGRAPH Conference on Motion, Interaction and Games (MIG) Posters, pp. 44:1-44:2, Newcastle upon Tyne, UK, ACM, Oct 2019. Paper
[204] 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," Proceedings of the 2019 ACM SIGGRAPH Conference on Motion, Interaction and Games (MIG) Posters, pp. 39:1-39:2, Newcastle upon Tyne, UK, ACM, Oct 2019. Paper
[205] Qi Feng, Hubert P. H. Shum and Shigeo Morishima, "Resolving Occlusion for 3D Object Manipulation with Hands in Mixed Reality," Proceedings of the 2018 ACM Symposium on Virtual Reality Software and Technology (VRST) Posters, Tokyo, Japan, ACM, Nov 2018. Paper YouTube Citation: 15#
[206] Wakana Asahina, Naoya Iwamoto, Hubert P. H. Shum and Shigeo Morishima, "Automatic Dance Generation System Considering Sign Language Information," Proceedings of the 2016 ACM SIGGRAPH Posters, pp. 23:1-23:2, Anaheim, California, ACM, Jul 2016. Paper YouTube
[207] Zhiguang Liu, Howard Leung and Hubert P. H. Shum, "An Interactive Human Morphing System with Self-Occlusion Enhancement," Proceedings of the 2016 ACM International Conference on Motion in Games (MIG) Posters, pp. 197-197, San Francisco, USA, ACM, Oct 2016. Paper Best Poster Award
[208] Hubert P. H. Shum, "Serious Games with Human-Object Interactions using RGB-D Camera," Proceedings of the 2013 ACM International Conference on Motion in Games (MIG) Posters, Dublin, Ireland, Springer-Verlag, Nov 2013. Paper
[209] Hubert P. H. Shum and Taku Komura, "Generating Realistic Fighting Scenes by Game Tree," Proceedings of the 2006 ACM SIGGRAPH/Eurographics Symposium on Computer Animation (SCA) Posters, Vienna, Austria, Eurographics Association, Sep 2006. Paper YouTube
[210] Mridula Vijendran, Frederick W. B. Li, Jingjing Deng and Hubert P. H. Shum, "ST-SACLF: Style Transfer Informed Self-Attention Classifier for Bias-Aware Painting Classification," Communications in Computer and Information Science (CCIS), pp. 181-205, Springer, 2024. Paper
[211] Pierre Plantard, Hubert P. H. Shum and Franck Multon, "Motion Analysis of Work Conditions using Commercial Depth Cameras in Real Industrial Conditions," DHM and Posturography, pp. 673-682, Academic Press, 2019. Paper
[212] Jie Li, Yanpeng Qu, Fei Chao, Hubert P. H. Shum, Edmond S. L. Ho and Longzhi Yang, "Machine Learning Algorithms for Network Intrusion Detection," AI in Cybersecurity, pp. 151-179, Springer International Publishing, 2019. Paper Citation: 97#
[213] Yijun Shen, Jingtian Zhang, Longzhi Yang and Hubert P. H. Shum, "Depth Sensor Based Facial and Body Animation Control," Handbook of Human Motion, Springer International Publishing, 2016. Paper
[214] Zikai Zhang, Hubert P. H. Shum and Toby P. Breckon, "VeriDrive: Verifiable Counterfactual Supervision for Cost-Efficient Vision-Language Planning," arXiv Preprint, 2026.
[215] Hiroki Nishizawa, Hubert P. H. Shum, Yoshihiro Fukuhara, Hirokatsu Kataoka and Shigeo Morishima, "Feed-forward Motion In-betweening for Any 4D," arXiv Preprint, 2026.
[216] Ziyu Wang, Hongrui Kou, Cheng Wang, Ruochen Li, Hubert P. H. Shum, Amir Atapour-Abarghouei and Yuxin Zhang, "VRUD: A Drone Dataset for Complex Vehicle-VRU Interactions within Mixed Traffic," arXiv Preprint, 2026. GitHub
[217] Kanglei Zhou, Qingyi Pan, Xingxing Zhang, Hubert P. H. Shum, Frederick W. B. Li, Xiaohui Liang and Liyuan Wang, "Continual Action Quality Assessment via Adaptive Manifold-Aligned Graph Regularization," arXiv Preprint, 2025. GitHub
[218] Haoran Duan, Fan Wan, Rui Sun, Zeyu Wang, Varun Ojha, Yu Guan, Hubert P. H. Shum, Bingzhang Hu and Yang Long, "Semi-Supervised Crowd Counting from Unlabeled Data," arXiv Preprint, 2021. Paper
[219] Hubert P. H. Shum and Taku Komura, "Technical Note: Generating Realistic Fighting Scenes by Game Tree," arXiv Preprint, 2006. Paper
[220] Taku Komura and Hubert P. H. Shum, "Manufacturing Video Graphics," Patent from the World Intellectual Property Organization, WO Patent WO/2010/057897, 2010. Paper WIPO IP Portal
[221] Hubert P. H. Shum, "Simulating Interactions Among Multiple Characters," PhD Thesis from the University of Edinburgh, University of Edinburgh, 2010. Paper
✦ [222] Kanglei Zhou, Ruizhi Cai, Hubert P. H. Shum, Frederick W. B. Li and Xiaohui Liang, "NeuroPath: Leveraging Brain-Inspired Dual-Pathway Graph Convolutional Networks for Skeleton-Based Action Recognition," Pattern Regognition (PR), 2026. Impact Factor: 7.6† Top 25% Journal in Computer Science, Artificial Intelligence†
✦ [223] Kanglei Zhou, Qingyi Pan, Xingxing Zhang, Hubert P. H. Shum, Frederick W. B. Li, Xiaohui Liang and Liyuan Wang, "Continual Action Quality Assessment via Adaptive Manifold-Aligned Graph Regularization," IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2026. Impact Factor: 18.6† Top 10% Journal in Computer Science, Artificial Intelligence†
✦ [224] Yihua Cheng, Yaning Zhu, Zongji Wang, Shiqing Cheng, Junhyek jang, Hubert P. H. Shum and Hyung Jin Chang, "Towards Unified and Generalized Gaze Estimation in Vehicles," IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2026. Impact Factor: 18.6† Top 10% Journal in Computer Science, Artificial Intelligence†
[225] Andrew Beresford, Hubert P. H. Shum, Daniel Smith, Shuzhe Ma, Claire Warwick, Francis Xiatiang Zhang and Soazig Casteau, "Improving Visitor Experience at The Bowes Museum," Digital Scholarship in the Humanities, 2026.
[226] Ziyi Chang, Yueyue Hou, Jiannan Li, Ruochen Li, Junyan Hu, Effie Lai-Chong Law, Amir Atapour-Abarghouei and Hubert P. H. Shum, "Diffusion Models for Human-Robot Interaction: A Systematic Review," Applied Intelligence, 2026.
✦ [227] Hiroki Nishizawa, Hubert P. H. Shum, Yoshihiro Fukuhara, Hirokatsu Kataoka and Shigeo Morishima, "CompletionAny4D: Feed-Forward Keyframe and Text Conditioned In-betweening for Any 4D Mesh," Proceedings of the 2027 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2026. H5-Index: 131# Core A Conference‡
[228] Jiaxu Liu, Wenke E, Amir Atapour-Abarghouei, Hubert P. H. Shum and Toby P. Breckon, "FLDCG: Frequency-Aware Latent Diffusion for 3D Point Cloud Generation," Proceedings of the 2026 British Machine Vision Conference (BMVC), 2026. H5-Index: 57# Core A Conference‡
[229] Pranav Remesh, Jefferson Santos and Hubert P. H. Shum, "Bi-HiSS Mamba 2D: A Spatially Enhanced Mamba Module for Earth Observation," Proceedings of the 2026 British Machine Vision Conference (BMVC), 2026. H5-Index: 57# Core A Conference‡
[230] Zikai Zhang, Hubert P. H. Shum and Toby P. Breckon, "VeriDrive: Verifiable Counterfactual Supervision for Cost-Efficient Vision-Language Planning," Proceedings of the 2026 British Machine Vision Conference (BMVC), 2026. H5-Index: 57# Core A Conference‡
[231] Yue He, Francis Xiatian Zhang, Hubert P. H. Shum, Sisi Zheng, Shixiong Lin, Meng Fang and Hong Zhu, "Clinicians' Perspectives on AI in Psychiatry: Ethical Challenges and Clinical Implementation Insights from a Nationwide Survey," IEEE Transactions on Technology and Society (TTS), 2026.
[232] Mridula Vijendran, Shuang Chen, Amir Atapour-Abarghouei and Hubert P. H. Shum, "Blind Degraded Image Restoration using Annotation-Guided Patch Diffusion," Proceedings of the 2026 European Conference on Computer Vision Workshop (ECCVW), 2026.