| Validation of an Ergonomic Assessment Method using Kinect Data in Real Workplace Conditions P Plantard, HPH Shum, AS Le Pierres, F Multon Applied Ergonomics, 2017 | 265 | 2017 |
| From A to Z: Wearable Technology Explained A Godfrey, V Hetherington, HPH Shum, P Bonato, NH Lovell, S Stuart Maturitas, 2018 | 211 | 2018 |
| Real-Time Posture Reconstruction for Microsoft Kinect HPH Shum, ESL Ho, Y Jiang, S Takagi IEEE Transactions on Cybernetics, 2013 | 179 | 2013 |
| Differential Evolution Algorithm as a Tool for Optimal Feature Subset Selection in Motor Imagery EEG MZ Baig, N Aslam, HPH Shum, L Zhang Expert Systems with Applications, 2017 | 153 | 2017 |
| Filtering Techniques for Channel Selection in Motor Imagery EEG Applications: A Survey M Baig, N Aslam, HPH Shum Artificial intelligence Review, 2020 | 132 | 2020 |
| Interaction Patches for Multi-Character Animation HPH Shum, T Komura, M Shiraishi, S Yamazaki ACM Transactions on Graphics (TOG) 27 (5), 114, 2008 | 95 | 2008 |
| Improving Posture Classification Accuracy for Depth Sensor-Based Human Activity Monitoring in Smart Environments ESL Ho, JCP Chan, DCK Chan, HPH Shum, Y Cheung, PC Yuen Computer Vision and Image Understanding, 2016 | 90 | 2016 |
| Spatio-Temporal Manifold Learning for Human Motions via Long-Horizon Modeling H Wang, ESL Ho, HPH Shum, Z Zhu IEEE Transactions on Visualization and Computer Graphics, 2021 | 79 | 2021 |
| Emulating Human Perception of Motion Similarity JKT Tang, H Leung, T Komura, HPH Shum Computer Animation and Virtual Worlds 19 (3‐4), 211-221, 2008 | 79 | 2008 |
| Real-Time Physical Modelling of Character Movements with Microsoft Kinect HPH Shum, ESL Ho Proceedings of the 18th ACM symposium on Virtual reality software and …, 2012 | 67 | 2012 |
| A Secure Authentication Protocol for Multi-Server-Based e-Healthcare using a Fuzzy Commitment Scheme S Barman, HPH Shum, S Chattopadhyay, D Samanta IEEE Access 7, 12557-12574, 2019 | 66 | 2019 |
| Abnormal Infant Movements Classification with Deep Learning on Pose-Based Features ESL Ho, K Mccay, HPH Shum, G Fehringer, C Marcroft, N Embleton IEEE Access, 2020 | 64 | 2020 |
| Kinect Posture Reconstruction based on a Local Mixture of Gaussian Process Models Z Liu, L Zhou, H Leung, HPH Shum IEEE Transactions on Visualization and Computer Graphics, 2016 | 61 | 2016 |
| Unmanned Aerial Vehicle Visual Detection and Tracking using Deep Neural Networks: A Performance Benchmark BKS Isaac-Medina, M Poyser, D Organisciak, CG Willcocks, TP Breckon, ... Proceedings of the 2021 International Conference on Computer Vision Workshop …, 2021 | 60 | 2021 |
| Machine Learning Algorithms for Network Intrusion Detection J Li, Y Qu, F Chao, HPH Shum, ESL Ho, L Yang AI in Cybersecurity, 151-179, 2019 | 59 | 2019 |
| Action Recognition From Arbitrary Views Using Transferable Dictionary Learning J Zhang, HPH Shum, J Han, L Shao IEEE Transactions on Image Processing 27 (10), 4709, 2018 | 59 | 2018 |
| Tracking the Translational and Rotational Movement of the Ball Using High-Speed Camera Movies HPH Shum, T Komura Image Processing, 2005. ICIP 2005. IEEE International Conference on 3, III …, 2005 | 56 | 2005 |
| Simulating Multiple Character Interactions with Collaborative and Adversarial Goals HPH Shum, T Komura, S Yamazaki IEEE Transactions on Visualizations and Computer Graphics 18 (5), 741-752, 2012 | 49 | 2012 |
| Simulating Interactions of Avatars in High Dimensional State Space HPH Shum, T Komura, S Yamazaki Proceedings of the 2008 symposium on Interactive 3D graphics and games, 131-138, 2008 | 48 | 2008 |
| Filtered Pose Graph for Efficient Kinect Pose Reconstruction P Plantard, HPH Shum, F Multon Multimedia Tools and Applications, 2017 | 44 | 2017 |
| Inverse Dynamics based on Occlusion-Resistant Kinect Data: Is It Usable for Ergonomics? P Plantard, A Muller, C Pontonnier, G Dumont, HPH Shum, F Multon International Journal of Industrial Ergonomics, 2017 | 42 | 2017 |
| Simulating Competitive Interactions Using Singly Captured Motions HPH Shum, T Komura, S Yamazaki Proceedings of the 2007 ACM symposium on Virtual reality software and …, 2007 | 41 | 2007 |
| MedNeRF: Medical Neural Radiance Fields for Reconstructing 3D-Aware CT-Projections from a Single X-Ray A Corona-Figueroa, J Frawley, S Bond-Taylor, S Bethapudi, HPH Shum, ... Proceedings of the 2022 Annual International Conference of the IEEE …, 2022 | 40 | 2022 |
| Human Action Recognition via Skeletal and Depth based Feature Fusion M Li, H Leung, HPH Shum Proceedings of the 2016 International Conference on Motion in Games, 2016 | 36 | 2016 |
| A Spatiotemporal Approach to Extract the 3D Trajectory of the Baseball from a Single View Video Sequence HPH Shum, T Komura Multimedia and Expo, 2004. ICME'04. 2004 IEEE International Conference on 3 …, 2004 | 36 | 2004 |
| Discriminative Semantic Subspace Analysis for Relevance Feedback L Zhang, HPH Shum, L Shao IEEE Transactions on Image Processing, 2016 | 35 | 2016 |
| Interaction-Aware Decision-Making for Automated Vehicles using Social Value Orientation L Crosato, HPH Shum, ESL Ho, C Wei IEEE Transactions on Intelligent Vehicles, 2023 | 34 | 2023 |
| Posture Reconstruction using Kinect with a Probabilistic Model L Zhou, Z Liu, H Leung, HPH Shum Proceedings of the 20th ACM Symposium on Virtual Reality Software and …, 2014 | 33 | 2014 |
| Environment-Aware Real-Time Crowd Control J Henry, HPH Shum, T Komura Proceedings of the 11th ACM SIGGRAPH / Eurographics conference on Computer …, 2012 | 32 | 2012 |
| Illumination-aware Multi-task GANs for Foreground Segmentation D Sakkos, ESL Ho, HPH Shum IEEE Access, 2019 | 29 | 2019 |
| Towards Sparse Rule Base Generation for Fuzzy Rule Interpolation Y Tan, J Li, M Wonders, F Chao, HPH Shum, L Yang Proceeding of the 2016 IEEE World Congress on Computational Intelligence, 2016 | 29 | 2016 |
| Coordinated Crowd Simulation with Topological Scene Analysis A Barnett, HPH Shum, T Komura Computer Graphics Forum, 2016 | 29 | 2016 |
| Topology Aware Data-Driven Inverse Kinematics ESL Ho, HPH Shum, Y Cheung, PC Yuen Computer Graphics Forum 32 (7), 61-70, 2013 | 28 | 2013 |
| 3D Car Shape Reconstruction from a Contour Sketch using GAN and Lazy Learning N Nozawa, HPH Shum, Q Feng, ESL Ho, S Morishima The Visual Computer, 2022 | 27 | 2022 |
| Interactive Formation Control in Complex Environments J Henry, HPH Shum, T Komura IEEE Transactions on Visualization and Computer Graphics, 2014 | 27 | 2014 |
| On the Design Fundamentals of Diffusion Models: A Survey Z Chang, GA Koulieris, HPH Shum arXiv preprint arXiv:2306.04542, 2023 | 26 | 2023 |
| TSK Inference with Sparse Rule Bases J Li, Y Qu, HPH Shum, L Yang Advances in Computational Intelligence Systems, 107-123, 2017 | 26 | 2017 |
| Motion Adaptation for Humanoid Robots in Constrained Environments ESL Ho, HPH Shum Proceedings of the 2013 IEEE International Conference on Robotics and Automation, 2013 | 26 | 2013 |
| An Intelligent Mobile-Based Automatic Diagnostic System to Identify Retinal Diseases using Mathematical Morphological Operations M Omar, A Hossain, L Zhang, HPH Shum Software, Knowledge, Information Management and Applications (SKIMA), 2014 …, 2014 | 25 | 2014 |
| A Quadruple Diffusion Convolutional Recurrent Network for Human Motion Prediction Q Men, ESL Ho, HPH Shum, H Leung IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2021 | 24 | 2021 |
| Multi-Layer Lattice Model for Real-Time Dynamic Character Deformation N Iwamoto, HPH Shum, L Yang, S Morishima Computer Graphics Forum 34 (7), 99-109, 2015 | 24 | 2015 |
| Finding Repetitive Patterns in 3D Human Motion Captured Data KT Tang, H Leung, T Komura, HPH Shum Proceedings of the 2nd international conference on Ubiquitous information …, 2008 | 24 | 2008 |
| Interaction-Based Human Activity Comparison Y Shen, L Yang, ESL Ho, HPH Shum IEEE Transactions on Visualization and Computer Graphics, 2020 | 23 | 2020 |
| Experience-Based Rule Base Generation and Adaptation for Fuzzy Interpolation J Li, HPH Shum, X Fu, G Sexton, L Yang Proceeding of the 2016 IEEE World Congress on Computational Intelligence, 2016 | 22 | 2016 |
| Multiview Discriminative Marginal Metric Learning for Makeup Face Verification L Zhang, HPH Shum, L Liu, G Guo, L Shao Neurocomputing 333, 339-350, 2019 | 20 | 2019 |
| Automatic Musculoskeletal and Neurological Disorder Diagnosis with Relative Joint Displacement from Human Gait W Rueangsirarak, J Zhang, N Aslam, ESL Ho, HPH Shum IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2018 | 19 | 2018 |
| A Pose-Based Feature Fusion and Classification Framework for the Early Prediction of Cerebral Palsy in Infants KD McCay, P Hu, HPH Shum, WL Woo, C Marcroft, ND Embleton, ... IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2022 | 18 | 2022 |
| Human-Centric Autonomous Driving in an AV-Pedestrian Interactive Environment Using SVO L Crosato, C Wei, ESL Ho, HPH Shum Proceedings of the IEEE International Conference on Human-Machine Systems …, 2021 | 18 | 2021 |
| LMZMPM: Local Modified Zernike Moment Per-Unit Mass for Robust Human Face Recognition A Kar, S Pramanik, A Chakraborty, D Bhattacharjee, ESL Ho, HPH Shum IEEE Transactions on Information Forensics and Security, 2021 | 18 | 2021 |
| Illumination-Based Data Augmentation for Robust Background Subtraction D Sakkos, HPH Shum, E Ho Proceedings of the 2019 International Conference on Software Knowledge …, 2019 | 17 | 2019 |
| Posture-Based and Action-Based Graphs for Boxing Skill Visualization Y Shen, H Wang, E Ho, L Yang, HPH Shum Computers and Graphics, 2017 | 17 | 2017 |
| GAN-Based Reactive Motion Synthesis with Class-Aware Discriminators for Human-Human Interaction Q Men, HPH Shum, ESL Ho, H Leung Computers and Graphics, 2022 | 16 | 2022 |
| A New Method to Evaluate the Dynamic Air Gap Thickness and Garment Sliding of Virtual Clothes During Walking P Hu, ESL Ho, N Aslam, T Komura, HPH Shum Textile Research Journal, 2019 | 16 | 2019 |
| Intelligent Home Heating Controller Using Fuzzy Rule Interpolation J Li, L Yang, HPH Shum, G Sexton, Y Tan UK Workshop on Computational Intelligence, 2015 | 16 | 2015 |
| Semantics-STGCNN: A Semantics-Guided Spatial-Temporal Graph Convolutional Network for Multi-Class Trajectory Prediction BA Rainbow, Q Men, HPH Shum Proceedings of the 2021 IEEE International Conference on Systems, Man, and …, 2021 | 14 | 2021 |
| Resolving Occlusion for 3D Object Manipulation with Hands in Mixed Reality Q Feng, HPH Shum, S Morishima Proceedings of the 2018 ACM Symposium on Virtual Reality Software and …, 2018 | 14 | 2018 |
| Data‐Driven Crowd Motion Control with Multi‐Touch Gestures Y Shen, J Henry, H Wang, ESL Ho, T Komura, HPH Shum Computer Graphics Forum 37 (6), 382-394, 2018 | 14 | 2018 |
| Arbitrary View Action Recognition via Transfer Dictionary Learning on Synthetic Training Data J Zhang, L Zhang, HPH Shum, L Shao Proceedings of the 2016 IEEE International Conference on Robotics and …, 2016 | 14 | 2016 |
| DurLAR: A High-Fidelity 128-Channel LiDAR Dataset with Panoramic Ambient and Reflectivity Imagery for Multi-Modal Autonomous Driving Applications L Li, KN Ismail, HPH Shum, TP Breckon Proceedings of the 2021 International Conference on 3D Vision (3DV), 2021 | 12 | 2021 |
| Interpreting Deep Learning based Cerebral Palsy Prediction with Channel Attention M Zhu, Q Men, ESL Ho, H Leung, HPH Shum Proceedings of the 2021 IEEE-EMBS International Conference on Biomedical and …, 2021 | 12 | 2021 |
| Single Sketch Image based 3D Car Shape Reconstruction with Deep Learning and Lazy Learning N Nozawa, HPH Shum, E Ho, S Morishima Proceedings of the 2020 International Conference on Computer Graphics Theory …, 2020 | 12 | 2020 |
| Curvature-Based Sparse Rule Base Generation for Fuzzy Rule Interpolation Y Tan, HPH Shum, F Chao, V Vijayakumar, L Yang Journal of Intelligent and Fuzzy Systems, 2019 | 12 | 2019 |
| High Quality Compatible Triangulations for 2D Shape Morphing Z Liu, H Leung, L Zhou, HPH Shum Proceedings of the 21st ACM Symposium on Virtual Reality Software and …, 2015 | 12 | 2015 |
| Fast Accelerometer-Based Motion Recognition with a Dual Buffer Framework HPH Shum, T Komura, S Takagi The International Journal of Virtual Reality 10 (3), 17-24, 2011 | 12 | 2011 |
| Less is More: Reducing Task and Model Complexity for 3D Point Cloud Semantic Segmentation L Li, HPH Shum, TP Breckon Proceedings of the 2023 IEEE/CVF Computer Vision and Pattern Recognition …, 2023 | 11 | 2023 |
| Pose-Based Tremor Classification for Parkinson’s Disease Diagnosis from Video H Zhang, ESL Ho, X Zhang, HPH Shum Proceedings of the 2022 International Conference on Medical Image Computing …, 2022 | 11 | 2022 |
| RobIn: A Robust Interpretable Deep Network for Schizophrenia Diagnosis D Organisciak, HPH Shum, E Nwoye, WL Woo Expert Systems with Applications, 2022 | 11 | 2022 |
| Two-Stage Human Verification using HandCAPTCHA and Anti-Spoofed Finger Biometrics with Feature Selection A Bera, D Bhattacharjee, HPH Shum Expert Systems with Applications, 114583, 2021 | 11 | 2021 |
| Makeup Style Transfer on Low-Quality Images with Weighted Multi-Scale Attention D Organisciak, ESL Ho, HPH Shum Proceedings of the 2020 International Conference on Pattern Recognition (ICPR), 2020 | 11 | 2020 |
| Triplet Loss with Channel Attention for Person Re-Identification D Organisciak, C Riachy, N Aslam, HPH Shum Journal of WSCG - Proceedings of the 2019 International Conferences in …, 2019 | 11 | 2019 |
| Usability of Corrected Kinect Measurement for Ergonomic Evaluation in Constrained Environment P Plantard, HPH Shum, F Multon International Journal of Human Factors Modelling and Simulation, 2017 | 11 | 2017 |
| 360 Depth Estimation in the Wild - The Depth360 Dataset and the SegFuse Network Q Feng, HPH Shum, S Morishima Proceedings of the 2022 IEEE Conference on Virtual Reality and 3D User …, 2022 | 10 | 2022 |
| Unifying Person and Vehicle Re-Identification D Organisciak, D Sakkos, ESL Ho, N Aslam, HPH Shum IEEE Access 8, 115673-115684, 2020 | 10 | 2020 |
| Physically-Based Character Control in Low Dimensional Space HPH Shum, T Komura, T Shiratori, S Takagi Proceedings of the 2010 International Conference on Motion in Games (MIG), 23-34, 2010 | 10 | 2010 |
| STGAE: Spatial-Temporal Graph Auto-Encoder for Hand Motion Denoising K Zhou, Z Cheng, HPH Shum, FWB Li, X Liang Proceedings of the 2021 IEEE International Symposium on Mixed and Augmented …, 2021 | 9 | 2021 |
| Stable Hand Pose Estimation under Tremor via Graph Neural Network Z Leng, J Chen, HPH Shum, F Li, X Liang Proceedings of the 2021 IEEE Conference on Virtual Reality and 3D User …, 2021 | 9 | 2021 |
| Sparse Metric-Based Mesh Saliency S Hu, X Liang, HPH Shum, FWB Li, N Aslam Neurocomputing, 2020 | 9 | 2020 |
| A Two-Stream Recurrent Network for Skeleton-Based Human Interaction Recognition Q Men, ESL Hoy, HPH Shum, H Leung Proceedings of the 2020 International Conference on Pattern Recognition (ICPR), 2020 | 9 | 2020 |
| A Hybrid Metaheuristic Navigation Algorithm for Robot Path Rolling Planning in an Unknown Environment S Xu, ESL Ho, HPH Shum Mechatronic Systems and Control, 2019 | 9 | 2019 |
| SkillVis: A Visualization Tool for Boxing Skill Assessment HPH Shum, H Wang, ESL Ho, T Komura Proceedings of the 2016 International Conference on Motion in Games, 2016 | 9 | 2016 |
| Facial Reshaping Operator for Controllable Face Beautification S Hu, HPH Shum, X Liang, FWB Li, N Aslam Expert Systems with Applications, 114067, 2021 | 8 | 2021 |
| High-Speed Multi-Person Pose Estimation with Deep Feature Transfer Y Huang, HPH Shum, ESL Ho, N Aslam Computer Vision and Image Understanding, 2020 | 8 | 2020 |
| High-Quality Compatible Triangulations and Their Application in Interactive Animation Z Liu, L Zhou, H Leung, HPH Shum Computers & Graphics 76, 60-72, 2018 | 8 | 2018 |
| Synthesizing Expressive Facial and Speech Animation by Text-to-IPA Translation with Emotion Control A Stef, K Perera, HPH Shum, E Ho Proceedings of the 2018 International Conference on Software Knowledge …, 2018 | 8 | 2018 |
| Unsupervised Abnormal Behaviour Detection with Overhead Crowd Video S Xu, ESL Ho, N Aslam, HPH Shum Proceedings of the 2017 International Conference on Software Knowledge …, 2017 | 8 | 2017 |
| DanceDJ: A 3D Dance Animation Authoring System for Live Performance N Iwamoto, T Kato, HPH Shum, R Kakitsuka, K Hara, S Morishima Proceedings of the 2017 International Conference on Advances in Computer …, 2017 | 8 | 2017 |
| Manifold Regularized Experimental Design for Active Learning L Zhang, HPH Shum, L Shao IEEE Transactions on Image Processing, 2017 | 8 | 2017 |
| Automatic Dance Generation System Considering Sign Language Information W Asahina, N Iwamoto, HPH Shum, S Morishima Proceedings of the 2016 ACM SIGGRAPH Posters, 2016 | 8 | 2016 |
| Human Motion Variation Synthesis with Multivariate Gaussian Processes L Zhou, L Shang, HPH Shum, H Leung Computer Animation and Virtual Worlds 25 (3-4), 301-309, 2014 | 8 | 2014 |
| Focalized Contrastive View-Invariant Learning for Self-Supervised Skeleton-Based Action Recognition Q Mena, ESL Ho, HPH Shum, H Leung Neurocomputing, 2023 | 7 | 2023 |
| Cerebral Palsy Prediction with Frequency Attention Informed Graph Convolutional Networks H Zhang, HPH Shum, ESL Ho Proceedings of the 2022 Annual International Conference of the IEEE …, 2022 | 7 | 2022 |
| A Privacy-Preserving Efficient Location-Sharing Scheme for Mobile Online Social Network Applications M Bhattacharya, S Roy, K Mistry, HPH Shum, S Chattopadhyay IEEE Access, 2020 | 7 | 2020 |
| A Dual-Stream Recurrent Neural Network for Student Feedback Prediction using Kinect S Hu, H Bhattacharya, M Chattopadhyay, N Aslam, HPH Shum Proceedings of the 2018 International Conference on Software Knowledge …, 2018 | 7 | 2018 |
| CCESK: A Chinese Character Educational System Based on Kinect Y Yang, H Leung, HPH Shum, J Li, L Zeng, N Aslam, Z Pan IEEE Transactions on Learning Technologies, 2018 | 7 | 2018 |
| Angular Momentum Guided Motion Concatenation HPH Shum, T Komura, P Yadav Computer Animation and Virtual Worlds 20 (2‐3), 385-394, 2009 | 7 | 2009 |
| Hierarchical Graph Convolutional Networks for Action Quality Assessment K Zhou, Y Ma, HPH Shum, X Liang IEEE Transactions on Circuits and Systems for Video Technology, 2023 | 6 | 2023 |
| Unifying Human Motion Synthesis and Style Transfer with Denoising Diffusion Probabilistic Models Z Chang, EJC Findlay, H Zhang, HPH Shum Proceedings of the 2023 International Conference on Computer Graphics Theory …, 2023 | 6 | 2023 |
| Formation Control for UAVs Using a Flux Guided Approach J Hartley, HPH Shum, ESL Ho, H Wang, S Ramamoorthy Expert Systems with Applications, 2022 | 6 | 2022 |
| Editorial: Special Issue on Machine Vision with Deep Learning L Shao, HPH Shum, T Hospedales International Journal of Computer Vision, 1-2, 2020 | 6* | 2020 |
| A Unified Deep Metric Representation for Mesh Saliency Detection and Non-rigid Shape Matching S Hu, HPH Shum, N Aslam, F Li, X Liang IEEE Transactions on Multimedia, 2020 | 6 | 2020 |
Edmond S. L. HoSenior Lecturer (Associate Professor), School of Computing Science, University of GlasgowVerified email at glasgow.ac.uk
