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Research Publications - All

Select a Topic:​ All​ Motion Analysis​ Character Animation​ Interaction Modelling​​ Video Analysis​ Action Recognition​ 3D Reconstruction​ Healthcare Diagnosis​ Virtual Reality​ Environment Sensing​ Face Modelling​ Responsible AI​ Surface Modelling​ Robotics​ Crowd Modelling​ Hands and Gestures​ Surveillance​ Cybersecurity​ Medical Imaging​​

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Our research centred around topics in visual computing, with a particular focus on modelling spatio-temporal information with responsible AI. We publish in the fields of Computer Vision, Computer Graphics, Machine Learning and Biomedical Engineering.

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2024

Multi-Task Spatial-Temporal Graph Auto-Encoder for Hand Motion Denoising
Multi-Task Spatial-Temporal Graph Auto-Encoder for Hand Motion Denoising  Impact Factor: 4.7† Top 25% Journal in Computer Science, Software Engineering†   
IEEE Transactions on Visualization and Computer Graphics (TVCG), 2024
Kanglei Zhou, Hubert P. H. Shum, Frederick W. B. Li and Xiaohui Liang
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HINT: High-quality INpainting Transformer with Mask-Aware Encoding and Enhanced Attention
HINT: High-quality INpainting Transformer with Mask-Aware Encoding and Enhanced Attention  Impact Factor: 8.4† Top 10% Journal in Computer Science, Software Engineering†   
IEEE Transactions on Multimedia (TMM), 2024
Shuang Chen, Amir Atapour-Abarghouei and Hubert P. H. Shum
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Geometric Features Enhanced Human-Object Interaction Detection
Geometric Features Enhanced Human-Object Interaction Detection  Impact Factor: 5.6† Top 25% Journal in Engineering, Electrical & Electronic†   
IEEE Transactions on Instrumentation and Measurement (TIM), 2024
Manli Zhu, Edmond S. L. Ho, Shuang Chen, Longzhi Yang and Hubert P. H. Shum
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RAPiD-Seg: Range-Aware Pointwise Distance Distribution Networks for 3D LiDAR Segmentation
RAPiD-Seg: Range-Aware Pointwise Distance Distribution Networks for 3D LiDAR Segmentation  Oral Presentation   H5-Index: 206# Core A* Conference‡ 
Proceedings of the 2024 European Conference on Computer Vision (ECCV), 2024
Li Li, Hubert P. H. Shum and Toby P. Breckon
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MAGR: Manifold-Aligned Graph Regularization for Continual Action Quality Assessment
MAGR: Manifold-Aligned Graph Regularization for Continual Action Quality Assessment  Oral Presentation   H5-Index: 206# Core A* Conference‡ 
Proceedings of the 2024 European Conference on Computer Vision (ECCV), 2024
Kanglei Zhou, Liyuan Wang, Xingxing Zhang, Hubert P. H. Shum, Frederick W. B. Li, Jianguo Li and Xiaohui Liang
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Depth-Aware Endoscopic Video Inpainting
Depth-Aware Endoscopic Video Inpainting    H5-Index: 96# Core A Conference‡ 
Proceedings of the 2024 International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2024
Francis Xiatian Zhang, Shuang Chen, Xianghua Xie and Hubert P. H. Shum
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Social Interaction-Aware Dynamical Models and Decision-Making for Autonomous Vehicles
Social Interaction-Aware Dynamical Models and Decision-Making for Autonomous Vehicles  Impact Factor: 6.8† Top 25% Journal in Computer Science, Artificial Intelligence†   Citation: 13#
Advanced Intelligent Systems (AIS), 2024
Luca Crosato, Kai Tian, Hubert P. H. Shum, Edmond S. L. Ho, Yafei Wang and Chongfeng Wei
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Pose-Based Tremor Type and Level Analysis for Parkinson’s Disease from Video
Pose-Based Tremor Type and Level Analysis for Parkinson’s Disease from Video  Impact Factor: 2.3†    
International Journal of Computer Assisted Radiology and Surgery (IJCARS), 2024
Haozheng Zhang, Edmond S. L. Ho, Francis Xiatian Zhang, Silvia Del Din and Hubert P. H. Shum
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One-Index Vector Quantization Based Adversarial Attack on Image Classification
One-Index Vector Quantization Based Adversarial Attack on Image Classification  Impact Factor: 3.9†    
Pattern Recognition Letters (PRL), 2024
Haiju Fan, Xiaona Qin, Shuang Chen, Hubert P. H. Shum and Ming Li
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Unraveling the Brain Dynamics of Depersonalization-Derealization Disorder: A Dynamic Functional Network Connectivity Analysis
Unraveling the Brain Dynamics of Depersonalization-Derealization Disorder: A Dynamic Functional Network Connectivity Analysis  Impact Factor: 3.4†    
BMC Psychiatry, 2024
Sisi Zheng, Francis Xiatian Zhang, Hubert P. H. Shum, Haozheng Zhang, Nan Song, Mingkang Song and Hongxiao Jia
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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
Advancing Healthcare Practice and Education via Data Sharing: Demonstrating the Utility of Open Data by Training an Artificial Intelligence Model to Assess Cardiopulmonary Resuscitation Skills  Impact Factor: 3.0† Top 25% Journal in Education & Educational Research†   
Advances in Health Sciences Education (AHSE), 2024
Merryn D. Constable, Francis Xiatian Zhang, Tony Conner, Daniel Monk, Jason Rajsic, Claire Ford, Laura Jillian Park, Alan Platt, Debra Porteous, Lawrence Grierson and Hubert P. H. Shum
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Enhancing Surgical Performance in Cardiothoracic Surgery with Innovations from Computer Vision and Artificial Intelligence: A Narrative Review
Enhancing Surgical Performance in Cardiothoracic Surgery with Innovations from Computer Vision and Artificial Intelligence: A Narrative Review  Impact Factor: 1.5†    
Journal of Cardiothoracic Surgery (JCS), 2024
Merryn D. Constable, Hubert P. H. Shum and Stephen Clark
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Self-Regulated Sample Diversity in Large Language Models
Self-Regulated Sample Diversity in Large Language Models    H5-Index: 132# Core A Conference‡ 
Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics (NAACL), 2024
Mingyue Liu, Jonathan Frawley, Sarah Wyer, Hubert P. H. Shum, Sara L. Uckelman, Sue Black and Chris G. Willcocks
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U3DS3: Unsupervised 3D Semantic Scene Segmentation
U3DS3: Unsupervised 3D Semantic Scene Segmentation    H5-Index: 109# Core A Conference‡ 
Proceedings of the 2024 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2024
Jiaxu Liu, Zhengdi Yu, Toby P. Breckon and Hubert P. H. Shum
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MxT: Mamba x Transformer for Image Inpainting
MxT: Mamba x Transformer for Image Inpainting    H5-Index: 65#  
Proceedings of the 2024 British Machine Vision Conference (BMVC), 2024
Shuang Chen, Amir Atapour-Abarghouei, Haozheng Zhang and Hubert P. H. Shum
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TraIL-Det: Transformation-Invariant Local Feature Networks for 3D LiDAR Object Detection with Unsupervised Pre-Training
TraIL-Det: Transformation-Invariant Local Feature Networks for 3D LiDAR Object Detection with Unsupervised Pre-Training    H5-Index: 65#  
Proceedings of the 2024 British Machine Vision Conference (BMVC), 2024
Li Li, Tanqiu Qiao, Hubert P. H. Shum and Toby P. Breckon
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From Category to Scenery: An End-to-End Framework for Multi-Person Human-Object Interaction Recognition in Videos
From Category to Scenery: An End-to-End Framework for Multi-Person Human-Object Interaction Recognition in Videos    H5-Index: 56#  
Proceedings of the 2024 International Conference on Pattern Recognition (ICPR), 2024
Tanqiu Qiao, Ruochen Li, Frederick W. B. Li and Hubert P. H. Shum
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A Virtual Reality Framework for Human-Driver Interaction Research: Safe and Cost-Effective Data Collection
A Virtual Reality Framework for Human-Driver Interaction Research: Safe and Cost-Effective Data Collection    H5-Index: 54# Core A Conference‡ 
Proceedings of the 2024 ACM/IEEE International Conference on Human Robot Interaction (HRI), 2024
Luca Crosato, Chongfeng Wei, Edmond S. L. Ho, Hubert P. H. Shum and Yuzhu Sun
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Chatbots and Art Critique: A Comparative Study of Chatbot and Human Experts in Traditional Chinese Painting Education
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), 2024
Jinyu Liu, Effie Lai-Chong Law and Hubert P. H. Shum
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Repeat and Concatenate: 2D to 3D Image Translation with 3D to 3D Generative Modeling
Repeat and Concatenate: 2D to 3D Image Translation with 3D to 3D Generative Modeling  Best Paper Award   H5-Index: 115#  
Proceedings of the 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 2024
Abril Corona-Figueroa, Hubert P. H. Shum and Chris G. Willcocks
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Two-Person Interaction Augmentation with Skeleton Priors
Two-Person Interaction Augmentation with Skeleton Priors    H5-Index: 115#  
Proceedings of the 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 2024
Baiyi Li, Edmond S. L. Ho, Hubert P. H. Shum and He Wang
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ST-SACLF: Style Transfer Informed Self-Attention Classifier for Bias-Aware Painting Classification
ST-SACLF: Style Transfer Informed Self-Attention Classifier for Bias-Aware Painting Classification      
Book Chapter: Communications in Computer and Information Science (CCIS), 2024
Mridula Vijendran, Frederick W. B. Li, Jingjing Deng and Hubert P. H. Shum
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2023

A Video-Based Augmented Reality System for Human-in-the-Loop Muscle Strength Assessment of Juvenile Dermatomyositis
A Video-Based Augmented Reality System for Human-in-the-Loop Muscle Strength Assessment of Juvenile Dermatomyositis  Impact Factor: 4.7† Top 25% Journal in Computer Science, Software Engineering†   Citation: 11#
IEEE Transactions on Visualization and Computer Graphics (TVCG) - Proceedings of the 2023 IEEE Conference on Virtual Reality and 3D User Interfaces (VR), 2023
Kanglei Zhou, Ruizhi Cai, Yue Ma, Qingqing Tan, Xinning Wang, Jianguo Li, Hubert P. H. Shum, Frederick W. B. Li, Song Jin and Xiaohui Liang
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Hierarchical Graph Convolutional Networks for Action Quality Assessment
Hierarchical Graph Convolutional Networks for Action Quality Assessment  Impact Factor: 8.3† Top 10% Journal in Engineering, Electrical & Electronic†   Citation: 14#
IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2023
Kanglei Zhou, Yue Ma, Hubert P. H. Shum and Xiaohui Liang
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Interaction-Aware Decision-Making for Automated Vehicles using Social Value Orientation
Interaction-Aware Decision-Making for Automated Vehicles using Social Value Orientation  Impact Factor: 14.0† Top 10% Journal in Computer Science, Artificial Intelligence†   Citation: 50#
IEEE Transactions on Intelligent Vehicles (TIV), 2023
Luca Crosato, Hubert P. H. Shum, Edmond S. L. Ho and Chongfeng Wei
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Less is More: Reducing Task and Model Complexity for 3D Point Cloud Semantic Segmentation
Less is More: Reducing Task and Model Complexity for 3D Point Cloud Semantic Segmentation     Core A* Conference‡ Citation: 26#
Proceedings of the 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023
Li Li, Hubert P. H. Shum and Toby P. Breckon
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Hard No-Box Adversarial Attack on Skeleton-Based Human Action Recognition with Skeleton-Motion-Informed Gradient
Hard No-Box Adversarial Attack on Skeleton-Based Human Action Recognition with Skeleton-Motion-Informed Gradient    H5-Index: 291# Core A* Conference‡ 
Proceedings of the 2023 IEEE/CVF International Conference on Computer Vision (ICCV), 2023
Zhengzhi Lu, He Wang, Ziyi Chang, Guoan Yang and Hubert P. H. Shum
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Unaligned 2D to 3D Translation with Conditional Vector-Quantized Code Diffusion using Transformers
Unaligned 2D to 3D Translation with Conditional Vector-Quantized Code Diffusion using Transformers    H5-Index: 291# Core A* Conference‡ 
Proceedings of the 2023 IEEE/CVF International Conference on Computer Vision (ICCV), 2023
Abril Corona-Figueroa, Sam Bond-Taylor, Neelanjan Bhowmik, Yona Falinie A. Gaus, Toby P. Breckon, Hubert P. H. Shum and Chris G. Willcocks
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Enhancing Perception and Immersion in Pre-Captured Environments through Learning-Based Eye Height Adaptation
Enhancing Perception and Immersion in Pre-Captured Environments through Learning-Based Eye Height Adaptation     Core A* Conference‡ 
Proceedings of the 2023 IEEE International Symposium on Mixed and Augmented Reality (ISMAR), 2023
Qi Feng, Hubert P. H. Shum and Shigeo Morishima
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A Mixed Reality Training System for Hand-Object Interaction in Simulated Microgravity Environments
A Mixed Reality Training System for Hand-Object Interaction in Simulated Microgravity Environments     Core A* Conference‡ 
Proceedings of the 2023 IEEE International Symposium on Mixed and Augmented Reality (ISMAR), 2023
Kanglei Zhou, Chen Chen, Yue Ma, Zhiying Leng, Hubert P. H. Shum, Frederick W. B. Li and Xiaohui Liang
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Focalized Contrastive View-Invariant Learning for Self-Supervised Skeleton-Based Action Recognition
Focalized Contrastive View-Invariant Learning for Self-Supervised Skeleton-Based Action Recognition  Impact Factor: 5.5† Top 25% Journal in Computer Science, Artificial Intelligence†   Citation: 14#
Neurocomputing, 2023
Qianhui Men, Edmond S. L. Ho, Hubert P. H. Shum and Howard Leung
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INCLG: Inpainting for Non-Cleft Lip Generation with a Multi-Task Image Processing Network
INCLG: Inpainting for Non-Cleft Lip Generation with a Multi-Task Image Processing Network  Impact Factor: 1.3†    
Software Impacts (SIMPAC), 2023
Shuang Chen, Amir Atapour-Abarghouei, Edmond S. L. Ho and Hubert P. H. Shum
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Correlation-Distance Graph Learning for Treatment Response Prediction from rs-fMRI
Correlation-Distance Graph Learning for Treatment Response Prediction from rs-fMRI      
Proceedings of the 2023 International Conference on Neural Information Processing (ICONIP), 2023
Francis Xiatian Zhang, Sisi Zheng, Hubert P. H. Shum, Haozheng Zhang, Nan Song, Mingkang Song and Hongxiao Jia
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Unifying Human Motion Synthesis and Style Transfer with Denoising Diffusion Probabilistic Models
Unifying Human Motion Synthesis and Style Transfer with Denoising Diffusion Probabilistic Models      Citation: 12#
Proceedings of the 2023 International Conference on Computer Graphics Theory and Applications (GRAPP), 2023
Ziyi Chang, Edmund J. C. Findlay, Haozheng Zhang and Hubert P. H. Shum
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Tackling Data Bias in Painting Classification with Style Transfer
Tackling Data Bias in Painting Classification with Style Transfer      
Proceedings of the 2023 International Conference on Computer Vision Theory and Applications (VISAPP), 2023
Mridula Vijendran, Frederick W. B. Li and Hubert P. H. Shum
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Region-Based Appearance and Flow Characteristics for Anomaly Detection in Infrared Surveillance Imagery
Region-Based Appearance and Flow Characteristics for Anomaly Detection in Infrared Surveillance Imagery    H5-Index: 115#  
Proceedings of the 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 2023
Yona Falinie A. Gaus, Neelanjan Bhowmik, Brian K. S. Isaac-Medina, Hubert P. H. Shum, Amir Atapour-Abarghouei and Toby P. Breckon
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On the Design Fundamentals of Diffusion Models: A Survey
On the Design Fundamentals of Diffusion Models: A Survey      Citation: 41#
arXiv Preprint, 2023
Ziyi Chang, George Alex Koulieris and Hubert P. H. Shum
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2022

A Pose-Based Feature Fusion and Classification Framework for the Early Prediction of Cerebral Palsy in Infants
A Pose-Based Feature Fusion and Classification Framework for the Early Prediction of Cerebral Palsy in Infants  Impact Factor: 4.8†    Citation: 27#
IEEE Transactions on Neural Systems and Rehabilitation Engineering (TNSRE), 2022
Kevin D. McCay, Pengpeng Hu, Hubert P. H. Shum, Wai Lok Woo, Claire Marcroft, Nicholas D. Embleton, Adrian Munteanu and Edmond S. L. Ho
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Geometric Features Informed Multi-Person Human-Object Interaction Recognition in Videos
Geometric Features Informed Multi-Person Human-Object Interaction Recognition in Videos    H5-Index: 206# Core A* Conference‡ 
Proceedings of the 2022 European Conference on Computer Vision (ECCV), 2022
Tanqiu Qiao, Qianhui Men, Frederick W. B. Li, Yoshiki Kubotani, Shigeo Morishima and Hubert P. H. Shum
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Pose-Based Tremor Classification for Parkinson’s Disease Diagnosis from Video
Pose-Based Tremor Classification for Parkinson’s Disease Diagnosis from Video    H5-Index: 96# Core A Conference‡ Citation: 16#
Proceedings of the 2022 International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2022
Haozheng Zhang, Edmond S. L. Ho, Francis Xiatian Zhang and Hubert P. H. Shum
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360 Depth Estimation in the Wild - The Depth360 Dataset and the SegFuse Network
360 Depth Estimation in the Wild - The Depth360 Dataset and the SegFuse Network     Core A* Conference‡ Citation: 15#
Proceedings of the 2022 IEEE Conference on Virtual Reality and 3D User Interfaces (VR), 2022
Qi Feng, Hubert P. H. Shum and Shigeo Morishima
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ACM SIGGRAPH / Eurographics Symposium of Computer Animation 2022
ACM SIGGRAPH / Eurographics Symposium of Computer Animation 2022  Impact Factor: 2.7†    
Editorship: Computer Graphics Forum (CGF), 2022
Hubert P. H. Shum, Julien Pettré, Dominik L. Michels and Sören Pirk
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RobIn: A Robust Interpretable Deep Network for Schizophrenia Diagnosis
RobIn: A Robust Interpretable Deep Network for Schizophrenia Diagnosis  Impact Factor: 7.5† Top 25% Journal in Computer Science, Artificial Intelligence†   Citation: 13#
Expert Systems with Applications (ESWA), 2022
Daniel Organisciak, Hubert P. H. Shum, Ephraim Nwoye and Wai Lok Woo
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Formation Control for UAVs Using a Flux Guided Approach
Formation Control for UAVs Using a Flux Guided Approach  Impact Factor: 7.5† Top 25% Journal in Computer Science, Artificial Intelligence†   
Expert Systems with Applications (ESWA), 2022
John Hartley, Hubert P. H. Shum, Edmond S. L. Ho, He Wang and Subramanian Ramamoorthy
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A Two-Stream Convolutional Network for Musculoskeletal and Neurological Disorders Prediction
A Two-Stream Convolutional Network for Musculoskeletal and Neurological Disorders Prediction  Impact Factor: 3.5† Top 25% Journal in Health Care Sciences & Services†   
Journal of Medical Systems (JMS), 2022
Manli Zhu, Qianhui Men, Edmond S. L. Ho, Howard Leung and Hubert P. H. Shum
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3D Car Shape Reconstruction from a Contour Sketch using GAN and Lazy Learning
3D Car Shape Reconstruction from a Contour Sketch using GAN and Lazy Learning  Impact Factor: 3.0†    Citation: 28#
Visual Computer (VC), 2022
Naoki Nozawa, Hubert P. H. Shum, Qi Feng, Edmond S. L. Ho and Shigeo Morishima
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GAN-Based Reactive Motion Synthesis with Class-Aware Discriminators for Human-Human Interaction
GAN-Based Reactive Motion Synthesis with Class-Aware Discriminators for Human-Human Interaction  Impact Factor: 2.5†    Citation: 21#
Computers and Graphics (C&G), 2022
Qianhui Men, Hubert P. H. Shum, Edmond S. L. Ho and Howard Leung
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CP-AGCN: Pytorch-Based Attention Informed Graph Convolutional Network for Identifying Infants at Risk of Cerebral Palsy
CP-AGCN: Pytorch-Based Attention Informed Graph Convolutional Network for Identifying Infants at Risk of Cerebral Palsy  Impact Factor: 1.3†    
Software Impacts (SIMPAC), 2022
Haozheng Zhang, Edmond S. L. Ho and Hubert P. H. Shum
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3D Reconstruction of Sculptures from Single Images via Unsupervised Domain Adaptation on Implicit Models
3D Reconstruction of Sculptures from Single Images via Unsupervised Domain Adaptation on Implicit Models     Core A Conference‡ 
Proceedings of the 2022 ACM Symposium on Virtual Reality Software and Technology (VRST), 2022
Ziyi Chang, George Alex Koulieris and Hubert P. H. Shum
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Multiclass-SGCN: Sparse Graph-Based Trajectory Prediction with Agent Class Embedding
Multiclass-SGCN: Sparse Graph-Based Trajectory Prediction with Agent Class Embedding    H5-Index: 66#  
Proceedings of the 2022 IEEE International Conference on Image Processing (ICIP), 2022
Ruochen Li, Stamos Katsigiannis and Hubert P. H. Shum
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Cerebral Palsy Prediction with Frequency Attention Informed Graph Convolutional Networks
Cerebral Palsy Prediction with Frequency Attention Informed Graph Convolutional Networks  Oral Presentation     
Proceedings of the 2022 International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2022
Haozheng Zhang, Hubert P. H. Shum and Edmond S. L. Ho
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MedNeRF: Medical Neural Radiance Fields for Reconstructing 3D-Aware CT-projections from a Single X-ray
MedNeRF: Medical Neural Radiance Fields for Reconstructing 3D-Aware CT-projections from a Single X-ray      Citation: 70#
Proceedings of the 2022 International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2022
Abril Corona-Figueroa, Jonathan Frawley, Sam Bond-Taylor, Sarath Bethapudi, Hubert P. H. Shum and Chris G. Willcocks
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A Skeleton-Aware Graph Convolutional Network for Human-Object Interaction Detection
A Skeleton-Aware Graph Convolutional Network for Human-Object Interaction Detection      
Proceedings of the 2022 IEEE International Conference on Systems, Man, and Cybernetics (SMC), 2022
Manli Zhu, Edmond S. L. Ho and Hubert P. H. Shum
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Towards Graph Representation Learning Based Surgical Workflow Anticipation
Towards Graph Representation Learning Based Surgical Workflow Anticipation  Oral Presentation     
Proceedings of the 2022 IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI), 2022
Francis Xiatian Zhang, Noura Al Moubayed and Hubert P. H. Shum
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A Feasibility Study on Image Inpainting for Non-Cleft Lip Generation from Patients with Cleft Lip
A Feasibility Study on Image Inpainting for Non-Cleft Lip Generation from Patients with Cleft Lip  Oral Presentation     
Proceedings of the 2022 IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI), 2022
Shuang Chen, Amir Atapour-Abarghouei, Jane Kerby, Edmond S. L. Ho, David C. G. Sainsbury, Sophie Butterworth and Hubert P. H. Shum
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UAV-ReID: A Benchmark on Unmanned Aerial Vehicle Re-Identification in Video Imagery
UAV-ReID: A Benchmark on Unmanned Aerial Vehicle Re-Identification in Video Imagery      
Proceedings of the 2022 International Conference on Computer Vision Theory and Applications (VISAPP), 2022
Daniel Organisciak, Matthew Poyser, Aishah Alsehaim, Shanfeng Hu, Brian K. S. Isaac-Medina, Toby P. Breckon and Hubert P. H. Shum
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Denoising Diffusion Probabilistic Models for Styled Walking Synthesis
Denoising Diffusion Probabilistic Models for Styled Walking Synthesis      
Proceedings of the 2022 ACM SIGGRAPH Conference on Motion, Interaction and Games (MIG) Posters, 2022
Edmund J. C. Findlay, Haozheng Zhang, Ziyi Chang and Hubert P. H. Shum
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2021

Spatio-Temporal Manifold Learning for Human Motions via Long-Horizon Modeling
Spatio-Temporal Manifold Learning for Human Motions via Long-Horizon Modeling  REF 2021 Submitted Output Impact Factor: 4.7† Top 25% Journal in Computer Science, Software Engineering†   Citation: 85#
IEEE Transactions on Visualization and Computer Graphics (TVCG), 2021
He Wang, Edmond S. L. Ho, Hubert P. H. Shum and Zhanxing Zhu
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LMZMPM: Local Modified Zernike Moment Per-Unit Mass for Robust Human Face Recognition
LMZMPM: Local Modified Zernike Moment Per-Unit Mass for Robust Human Face Recognition  Impact Factor: 6.3† Top 25% Journal in Engineering, Electrical & Electronic†   Citation: 18#
IEEE Transactions on Information Forensics and Security (TIFS), 2021
Arindam Kar, Sourav Pramanik, Arghya Chakraborty, Debotosh Bhattacharjee, Edmond S. L. Ho and Hubert P. H. Shum
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A Quadruple Diffusion Convolutional Recurrent Network for Human Motion Prediction
A Quadruple Diffusion Convolutional Recurrent Network for Human Motion Prediction  Impact Factor: 8.3† Top 10% Journal in Engineering, Electrical & Electronic†   Citation: 28#
IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2021
Qianhui Men, Edmond S. L. Ho, Hubert P. H. Shum and Howard Leung
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Stable Hand Pose Estimation under Tremor via Graph Neural Network
Stable Hand Pose Estimation under Tremor via Graph Neural Network     Core A* Conference‡ 
Proceedings of the 2021 IEEE Conference on Virtual Reality and 3D User Interfaces (VR), 2021
Zhiying Leng, Jiaying Chen, Hubert P. H. Shum, Frederick W. B. Li and Xiaohui Liang
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STGAE: Spatial Temporal Graph Auto-Encoder for Hand Motion Denoising
STGAE: Spatial Temporal Graph Auto-Encoder for Hand Motion Denoising     Core A* Conference‡ Citation: 12#
Proceedings of the 2021 IEEE International Symposium on Mixed and Augmented Reality (ISMAR), 2021
Kanglei Zhou, Jiaying Chen, Hubert P. H. Shum, Frederick W. B. Li and Xiaohui Liang
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Facial Reshaping Operator for Controllable Face Beautification
Facial Reshaping Operator for Controllable Face Beautification  Impact Factor: 7.5† Top 25% Journal in Computer Science, Artificial Intelligence†   Citation: 10#
Expert Systems with Applications (ESWA), 2021
Shanfeng Hu, Hubert P. H. Shum, Xiaohui Liang, Frederick W. B. Li and Nauman Aslam
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Two-Stage Human Verification using HandCAPTCHA and Anti-Spoofed Finger Biometrics with Feature Selection
Two-Stage Human Verification using HandCAPTCHA and Anti-Spoofed Finger Biometrics with Feature Selection  Impact Factor: 7.5† Top 25% Journal in Computer Science, Artificial Intelligence†   Citation: 11#
Expert Systems with Applications (ESWA), 2021
Asish Bera, Debotosh Bhattacharjee and Hubert P. H. Shum
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Spoofing Detection on Hand Images Using Quality Assessment
Spoofing Detection on Hand Images Using Quality Assessment  Impact Factor: 3.0†    
Multimedia Tools and Applications (MTAP), 2021
Asish Bera, Ratnadeep Dey, Debotosh Bhattacharjee, Mita Nasipuri and Hubert P. H. Shum
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PyTorch-Based Implementation of Label-Aware Graph Representation for Multi-Class Trajectory Prediction
PyTorch-Based Implementation of Label-Aware Graph Representation for Multi-Class Trajectory Prediction  Impact Factor: 1.3†    
Software Impacts (SIMPAC), 2021
Qianhui Men and Hubert P. H. Shum
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Semantics-STGCNN: A Semantics-Guided Spatial-Temporal Graph Convolutional Network for Multi-Class Trajectory Prediction
Semantics-STGCNN: A Semantics-Guided Spatial-Temporal Graph Convolutional Network for Multi-Class Trajectory Prediction      Citation: 16#
Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics (SMC), 2021
Ben Rainbow, Qianhui Men and Hubert P. H. Shum
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DurLAR: A High-fidelity 128-Channel LiDAR Dataset with Panoramic Ambientand Reflectivity Imagery for Multi-Modal Autonomous Driving Applications
DurLAR: A High-fidelity 128-Channel LiDAR Dataset with Panoramic Ambientand Reflectivity Imagery for Multi-Modal Autonomous Driving Applications    H5-Index: 51#  Citation: 17#
Proceedings of the 2021 International Conference on 3D Vision (3DV), 2021
Li Li, Khalid N. Ismail, Hubert P. H. Shum and Toby P. Breckon
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Interpreting Deep Learning Based Cerebral Palsy Prediction with Channel Attention
Interpreting Deep Learning Based Cerebral Palsy Prediction with Channel Attention      Citation: 14#
Proceedings of the 2021 IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI), 2021
Manli Zhu, Qianhui Men, Edmond S. L. Ho, Howard Leung and Hubert P. H. Shum
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Human-Centric Autonomous Driving in an AV-Pedestrian Interactive Environment Using SVO
Human-Centric Autonomous Driving in an AV-Pedestrian Interactive Environment Using SVO  Best Paper Award     Citation: 19#
Proceedings of the 2021 IEEE International Conference on Human-Machine Systems (ICHMS), 2021
Luca Crosato, Chongfeng Wei, Edmond S. L. Ho and Hubert P. H. Shum
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Unmanned Aerial Vehicle Visual Detection and Tracking using Deep Neural Networks: A Performance Benchmark
Unmanned Aerial Vehicle Visual Detection and Tracking using Deep Neural Networks: A Performance Benchmark    H5-Index: 80#  Citation: 75#
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW), 2021
Brian K. S. Isaac-Medina, Matthew Poyser, Daniel Organisciak, Chris G. Willcocks, Toby P. Breckon and Hubert P. H. Shum
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Bi-Projection Based Foreground-Aware Omnidirectional Depth Prediction
Bi-Projection Based Foreground-Aware Omnidirectional Depth Prediction      
Proceedings of the 2021 Visual Computing (VC), 2021
Qi Feng, Hubert P. H. Shum and Shigeo Morishima
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2020

Interaction-Based Human Activity Comparison
Interaction-Based Human Activity Comparison  REF 2021 Submitted Output Impact Factor: 4.7† Top 25% Journal in Computer Science, Software Engineering†   Citation: 24#
IEEE Transactions on Visualization and Computer Graphics (TVCG), 2020
Yijun Shen, Longzhi Yang, Edmond S. L. Ho and Hubert P. H. Shum
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A Unified Deep Metric Representation for Mesh Saliency Detection and Non-Rigid Shape Matching
A Unified Deep Metric Representation for Mesh Saliency Detection and Non-Rigid Shape Matching  REF 2021 Submitted Output Impact Factor: 8.4† Top 10% Journal in Computer Science, Software Engineering†   
IEEE Transactions on Multimedia (TMM), 2020
Shanfeng Hu, Hubert P. H. Shum, Nauman Aslam, Frederick W. B. Li and Xiaohui Liang
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Editorial: Special Issue on Machine Vision with Deep Learning
Editorial: Special Issue on Machine Vision with Deep Learning  Impact Factor: 11.6† Top 10% Journal in Computer Science, Artificial Intelligence†   
Editorship: International Journal of Computer Vision (IJCV), 2020
Ling Shao, Hubert P. H. Shum and Timothy Hospedales
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Foreword to Special Section on Motion, Interactions and Games
Foreword to Special Section on Motion, Interactions and Games  Impact Factor: 2.5†    
Editorship: Computers and Graphics (C&G), 2020
Marie-Paule Cani, Edmond S. L. Ho, Tiberiu Popa and Hubert P. H. Shum
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Sparse Metric-Based Mesh Saliency
Sparse Metric-Based Mesh Saliency  Impact Factor: 5.5† Top 25% Journal in Computer Science, Artificial Intelligence†   Citation: 11#
Neurocomputing, 2020
Shanfeng Hu, Xiaohui Liang, Hubert P. H. Shum, Frederick W. B. Li and Nauman Aslam
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High-Speed Multi-Person Pose Estimation with Deep Feature Transfer
High-Speed Multi-Person Pose Estimation with Deep Feature Transfer  Impact Factor: 4.3†    Citation: 11#
Computer Vision and Image Understanding (CVIU), 2020
Ying Huang, Hubert P. H. Shum, Edmond S. L. Ho and Nauman Aslam
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Unifying Person and Vehicle Re-Identification
Unifying Person and Vehicle Re-Identification  Impact Factor: 3.4†    Citation: 12#
IEEE Access, 2020
Daniel Organisciak, Dimitrios Sakkos, Edmond S. L. Ho, Nauman Aslam and Hubert P. H. Shum
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Abnormal Infant Movements Classification with Deep Learning on Pose-Based Features
Abnormal Infant Movements Classification with Deep Learning on Pose-Based Features  REF 2021 Submitted Output Impact Factor: 3.4†    Citation: 70#
IEEE Access, 2020
Kevin D. McCay, Edmond S. L. Ho, Hubert P. H. Shum, Gerhard Fehringer, Claire Marcroft and Nicholas Embleton
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A Privacy-Preserving Efficient Location-Sharing Scheme for Mobile Online Social Network Applications
A Privacy-Preserving Efficient Location-Sharing Scheme for Mobile Online Social Network Applications  Impact Factor: 3.4†    
IEEE Access, 2020
Munmun Bhattacharya, Sandip Roy, Kamlesh Mistry, Hubert P. H. Shum and Samiran Chattopadhyay
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Filtering Techniques for Channel Selection in Motor Imagery EEG Applications: A Survey
Filtering Techniques for Channel Selection in Motor Imagery EEG Applications: A Survey  Impact Factor: 10.7† Top 10% Journal in Computer Science, Artificial Intelligence†   Citation: 149#
Artificial Intelligence Review (AIRE), 2020
Muhammad Zeeshan Baig, Nauman Aslam and Hubert P. H. Shum
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Multi-Task Deep Learning with Optical Flow Features for Self-Driving Cars
Multi-Task Deep Learning with Optical Flow Features for Self-Driving Cars  Impact Factor: 2.3†    
IET Intelligent Transport Systems (ITS), 2020
Yuan Hu, Hubert P. H. Shum and Edmond S. L. Ho
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Cumuliform Cloud Formation Control using Parameter-Predicting Convolutional Neural Network
Cumuliform Cloud Formation Control using Parameter-Predicting Convolutional Neural Network  Impact Factor: 2.5†    
Graphical Models (GMOD), 2020
Zili Zhang, Yue Ma, Yunfei Li, Frederick W. B. Li, Hubert P. H. Shum, Bailin Yang, Jing Guo and Xiaohui Liang
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Image Editing Based Data Augmentation for Illumination-Insensitive Background Subtraction
Image Editing Based Data Augmentation for Illumination-Insensitive Background Subtraction  REF 2021 Submitted Output Impact Factor: 7.4† Top 10% Journal in Information Science & Library Science†   
Journal of Enterprise Information Management (JEIM), 2020
Dimitrios Sakkos, Edmond S. L. Ho, Hubert P. H. Shum and Garry Elvin
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Resolving Hand-Object Occlusion for Mixed Reality with Joint Deep Learning and Model Optimization
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), 2020
Qi Feng, Hubert P. H. Shum and Shigeo Morishima
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Foreground-Aware Dense Depth Estimation for 360 Images
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), 2020
Qi Feng, Hubert P. H. Shum and Shigeo Morishima
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A Two-Stream Recurrent Network for Skeleton-Based Human Interaction Recognition
A Two-Stream Recurrent Network for Skeleton-Based Human Interaction Recognition    H5-Index: 56#  
Proceedings of the 2020 International Conference on Pattern Recognition (ICPR), 2020
Qianhui Men, Howard Leung, Edmond S. L. Ho and Hubert P. H. Shum
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Makeup Style Transfer on Low-Quality Images with Weighted Multi-Scale Attention
Makeup Style Transfer on Low-Quality Images with Weighted Multi-Scale Attention    H5-Index: 56#  Citation: 13#
Proceedings of the 2020 International Conference on Pattern Recognition (ICPR), 2020
Daniel Organisciak, Edmond S. L. Ho and Hubert P. H. Shum
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Single Sketch Image Based 3D Car Shape Reconstruction with Deep Learning and Lazy Learning
Single Sketch Image Based 3D Car Shape Reconstruction with Deep Learning and Lazy Learning  Best Student Paper Award     Citation: 12#
Proceedings of the 2020 International Conference on Computer Graphics Theory and Applications (GRAPP), 2020
Naoki Nozawa, Hubert P. H. Shum, Edmond S. L. Ho and Shigeo Morishima
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2019

MIG '19: Motion, Interaction and Games
MIG '19: Motion, Interaction and Games      
Editorship: Proceedings of the 2019 ACM SIGGRAPH Conference on Motion, Interaction and Games, 2019
Hubert P. H. Shum, Edmond S. L. Ho, Marie-Paule Cani, Tiberiu Popa, Daniel Holden and He Wang
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Multiview Discriminative Marginal Metric Learning for Makeup Face Verification
Multiview Discriminative Marginal Metric Learning for Makeup Face Verification  Impact Factor: 5.5† Top 25% Journal in Computer Science, Artificial Intelligence†   Citation: 20#
Neurocomputing, 2019
Lining Zhang, Hubert P. H. Shum, Li Liu, Guodong Guo and Ling Shao
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Illumination-Aware Multi-Task GANs for Foreground Segmentation
Illumination-Aware Multi-Task GANs for Foreground Segmentation  Impact Factor: 3.4†    Citation: 30#
IEEE Access, 2019
Dimitrios Sakkos, Edmond S. L. Ho and Hubert P. H. Shum
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A Secure Authentication Protocol for Multi-Server-Based e-Healthcare using a Fuzzy Commitment Scheme
A Secure Authentication Protocol for Multi-Server-Based e-Healthcare using a Fuzzy Commitment Scheme  Impact Factor: 3.4†    Citation: 68#
IEEE Access, 2019
Subhas Barman, Hubert P. H. Shum, Samiran Chattopadhyay and Debasis Samanta
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A New Method to Evaluate the Dynamic Air Gap Thickness and Garment Sliding of Virtual Clothes During Walking
A New Method to Evaluate the Dynamic Air Gap Thickness and Garment Sliding of Virtual Clothes During Walking  Impact Factor: 1.6†    Citation: 18#
Textile Research Journal (TRJ), 2019
Pengpeng Hu, Edmond S. L. Ho, Nauman Aslam, Taku Komura and Hubert P. H. Shum
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A Generic Framework for Editing and Synthesizing Multimodal Data with Relative Emotion Strength
A Generic Framework for Editing and Synthesizing Multimodal Data with Relative Emotion Strength      
Computer Animation and Virtual Worlds (CAVW), 2019
Jacky C. P. Chan, Hubert P. H. Shum, He Wang, Li Yi, Wei Wei and Edmond S. L. Ho
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Curvature-Based Sparse Rule Base Generation for Fuzzy Rule Interpolation
Curvature-Based Sparse Rule Base Generation for Fuzzy Rule Interpolation  Impact Factor: 1.7†    Citation: 14#
Journal of Intelligent and Fuzzy Systems (JIFS), 2019
Yao Tan, Hubert P. H. Shum, Fei Chao, V. Vijayakumar and Longzhi Yang
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A Hybrid Metaheuristic Navigation Algorithm for Robot Path Rolling Planning in an Unknown Environment
A Hybrid Metaheuristic Navigation Algorithm for Robot Path Rolling Planning in an Unknown Environment      
Mechatronic Systems and Control (MSC), 2019
Shoujiang Xu, Edmond S. L. Ho and Hubert P. H. Shum
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Triplet Loss with Channel Attention for Person Re-Identification
Triplet Loss with Channel Attention for Person Re-Identification      Citation: 12#
Journal of WSCG - Proceedings of the 2019 International Conferences in Central Europe on Computer Graphics, Visualization and Computer Vision (WSCG), 2019
Daniel Organisciak, Chirine Riachy, Nauman Aslam and Hubert P. H. Shum
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Automatic Sign Dance Synthesis from Gesture-Based Sign Language
Automatic Sign Dance Synthesis from Gesture-Based Sign Language      
Proceedings of the 2019 ACM SIGGRAPH Conference on Motion, Interaction and Games (MIG), 2019
Naoya Iwamoto, Hubert P. H. Shum, Wakana Asahina and Shigeo Morishima
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DSPP: Deep Shape and Pose Priors of Humans
DSPP: Deep Shape and Pose Priors of Humans      
Proceedings of the 2019 ACM SIGGRAPH Conference on Motion, Interaction and Games (MIG), 2019
Shanfeng Hu, Hubert P. H. Shum and Antonio Mucherino
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Illumination-Based Data Augmentation for Robust Background Subtraction
Illumination-Based Data Augmentation for Robust Background Subtraction  Best Paper Award     Citation: 21#
Proceedings of the 2019 International Conference on Software, Knowledge, Information Management and Applications (SKIMA), 2019
Dimitrios Sakkos, Hubert P. H. Shum and Edmond S. L. Ho
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3D Car Shape Reconstruction from a Single Sketch Image
3D Car Shape Reconstruction from a Single Sketch Image  Best Poster Award     
Proceedings of the 2019 ACM SIGGRAPH Conference on Motion, Interaction and Games (MIG) Posters, 2019
Naoki Nozawa, Hubert P. H. Shum, Edmond S. L. Ho and Shigeo Morishima
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Prior-Less 3D Human Shape Reconstruction with an Earth Mover's Distance Informed CNN
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, 2019
Jingtian Zhang, Hubert P. H. Shum, Kevin D. McCay and Edmond S. L. Ho
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An Interactive Motion Analysis Framework for Diagnosing and Rectifying Potential Injuries Caused Through Resistance Training
An Interactive Motion Analysis Framework for Diagnosing and Rectifying Potential Injuries Caused Through Resistance Training      
Proceedings of the 2019 ACM SIGGRAPH Conference on Motion, Interaction and Games (MIG) Posters, 2019
Jake Hall, Jacky C. P. Chan, Hubert P. H. Shum and Edmond S. L. Ho
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Motion Analysis of Work Conditions using Commercial Depth Cameras in Real Industrial Conditions
Motion Analysis of Work Conditions using Commercial Depth Cameras in Real Industrial Conditions      
Book Chapter: DHM and Posturography, 2019
Pierre Plantard, Hubert P. H. Shum and Franck Multon
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Machine Learning Algorithms for Network Intrusion Detection
Machine Learning Algorithms for Network Intrusion Detection      Citation: 68#
Book Chapter: AI in Cybersecurity, 2019
Jie Li, Yanpeng Qu, Fei Chao, Hubert P. H. Shum, Edmond S. L. Ho and Longzhi Yang
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2018

Action Recognition from Arbitrary Views Using Transferable Dictionary Learning
Action Recognition from Arbitrary Views Using Transferable Dictionary Learning  REF 2021 Submitted Output Impact Factor: 10.8† Top 10% Journal in Computer Science, Artificial Intelligence†   Citation: 61#
IEEE Transactions on Image Processing (TIP), 2018
Jingtian Zhang, Hubert P. H. Shum, Jungong Han and Ling Shao
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Automatic Musculoskeletal and Neurological Disorder Diagnosis with Relative Joint Displacement from Human Gait
Automatic Musculoskeletal and Neurological Disorder Diagnosis with Relative Joint Displacement from Human Gait  REF 2021 Submitted Output Impact Factor: 4.8†    Citation: 25#
IEEE Transactions on Neural Systems and Rehabilitation Engineering (TNSRE), 2018
Worasak Rueangsirarak, Jingtian Zhang, Nauman Aslam and Hubert P. H. Shum
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CCESK: A Chinese Character Educational System Based on Kinect
CCESK: A Chinese Character Educational System Based on Kinect  Impact Factor: 2.9† Top 25% Journal in Education & Educational Research†   
IEEE Transactions on Learning Technologies (TLT), 2018
Yang Yang, Howard Leung, Hubert P. H. Shum, Jiao Li, Lanling Zeng, Nauman Aslam and Zhigeng Pan
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Data-Driven Crowd Motion Control with Multi-Touch Gestures
Data-Driven Crowd Motion Control with Multi-Touch Gestures  Invited presentation at Eurographics 2019 Impact Factor: 2.7†    Citation: 15#
Computer Graphics Forum (CGF), 2018
Yijun Shen, Joseph Henry, He Wang, Edmond S. L. Ho, Taku Komura and Hubert P. H. Shum
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From A to Z: Wearable Technology Explained
From A to Z: Wearable Technology Explained  Impact Factor: 3.9† Top 25% Journal in Obstetrics & Gynecology†   Citation: 235#
Maturitas, 2018
Alan Godfrey, Victoria Hetherington, Hubert P. H. Shum, Paolo Bonato, Nigel Lovell and Sam Stuart
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High-Quality Compatible Triangulations and Their Application in Interactive Animation
High-Quality Compatible Triangulations and Their Application in Interactive Animation  Impact Factor: 2.5†    
Computers and Graphics (C&G), 2018
Zhiguang Liu, Liuyang Zhou, Howard Leung and Hubert P. H. Shum
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A Dual-Stream Recurrent Neural Network for Student Feedback Prediction using Kinect
A Dual-Stream Recurrent Neural Network for Student Feedback Prediction using Kinect      
Proceedings of the 2018 International Conference on Software, Knowledge, Information Management and Applications (SKIMA), 2018
Shanfeng Hu, Hindol Bhattacharya, Matangini Chattopadhyay, Nauman Aslam and Hubert P. H. Shum
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Synthesizing Expressive Facial and Speech Animation by Text-to-IPA Translation with Emotion Control
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), 2018
Andreea Stef, Kaveen Perera, Hubert P. H. Shum and Edmond S. L. Ho
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NETIVAR: NETwork Information Visualization Based on Augmented Reality
NETIVAR: NETwork Information Visualization Based on Augmented Reality      
Proceedings of the 2018 International Conference on Software, Knowledge, Information Management and Applications (SKIMA), 2018
Christopher Flinton, Philip Anderson, Hubert P. H. Shum and Edmond S. L. Ho
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Identifying Abnormal Gait in Older People during Multiple-Tasks Assessment with Audio-Visual Cues
Identifying Abnormal Gait in Older People during Multiple-Tasks Assessment with Audio-Visual Cues      
Proceedings of the 2018 International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (ECTI-CON 2018), 2018
Worasak Rueangsirarak, Kitchana Kaewkaen and Hubert P. H. Shum
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Saliency-Informed Spatio-Temporal Vector of Locally Aggregated Descriptors and Fisher Vectors for Visual Action Recognition
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), 2018
Zheming Zuo, Daniel Organisciak, Hubert P. H. Shum and Longzhi Yang
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Patient Assessment Assistant Using Augmented Reality
Patient Assessment Assistant Using Augmented Reality      
Proceedings of the 2018 UK-China Newton Fund Researcher Links Workshop Health and Well-being Through VR and AR, 2018
Edmond S. L. Ho, Kevin D. McCay, Hubert P. H. Shum, Longzhi Yang, David Sainsbury and Peter Hodgkinson
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Occlusion for 3D Object Manipulation with Hands in Augmented Reality
Occlusion for 3D Object Manipulation with Hands in Augmented Reality      
Proceedings of the 2018 Meeting on Image Recognition and Understanding (MIRU), 2018
Qi Feng, Hubert P. H. Shum and Shigeo Morishima
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Resolving Occlusion for 3D Object Manipulation with Hands in Mixed Reality
Resolving Occlusion for 3D Object Manipulation with Hands in Mixed Reality      Citation: 13#
Proceedings of the 2018 ACM Symposium on Virtual Reality Software and Technology (VRST) Posters, 2018
Qi Feng, Hubert P. H. Shum and Shigeo Morishima
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2017

Manifold Regularized Experimental Design for Active Learning
Manifold Regularized Experimental Design for Active Learning  REF 2021 Submitted Output Impact Factor: 10.8† Top 10% Journal in Computer Science, Artificial Intelligence†   
IEEE Transactions on Image Processing (TIP), 2017
Lining Zhang, Hubert P. H. Shum and Ling Shao
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Validation of an Ergonomic Assessment Method using Kinect Data in Real Workplace Conditions
Validation of an Ergonomic Assessment Method using Kinect Data in Real Workplace Conditions  Impact Factor: 3.1† Top 25% Journal in Ergonomics†   Citation: 283#
Applied Ergonomics (AE), 2017
Pierre Plantard, Hubert P. H. Shum, Anne-Sophie Le Pierres and Franck Multon
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Foreword to the Special Section on Motion in Games 2016
Foreword to the Special Section on Motion in Games 2016  Impact Factor: 2.5†    
Editorship: Computers and Graphics (C&G), 2017
Hubert P. H. Shum, Ronan Boulic and Michael Neff
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Differential Evolution Algorithm as a Tool for Optimal Feature Subset Selection in Motor Imagery EEG
Differential Evolution Algorithm as a Tool for Optimal Feature Subset Selection in Motor Imagery EEG  Impact Factor: 7.5† Top 25% Journal in Computer Science, Artificial Intelligence†   Citation: 165#
Expert Systems with Applications (ESWA), 2017
Muhammad Zeeshan Baig, Nauman Aslam, Hubert P. H. Shum and Li Zhang
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Posture-Based and Action-Based Graphs for Boxing Skill Visualization
Posture-Based and Action-Based Graphs for Boxing Skill Visualization  Impact Factor: 2.5†    Citation: 19#
Computers and Graphics (C&G), 2017
Yijun Shen, He Wang, Edmond S. L. Ho, Longzhi Yang and Hubert P. H. Shum
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Filtered Pose Graph for Efficient Kinect Pose Reconstruction
Filtered Pose Graph for Efficient Kinect Pose Reconstruction  Impact Factor: 3.0†    Citation: 44#
Multimedia Tools and Applications (MTAP), 2017
Pierre Plantard, Hubert P. H. Shum and Franck Multon
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Inverse Dynamics Based on Occlusion-Resistant Kinect Data: Is It Usable for Ergonomics?
Inverse Dynamics Based on Occlusion-Resistant Kinect Data: Is It Usable for Ergonomics?  Impact Factor: 2.5†    Citation: 46#
International Journal of Industrial Ergonomics (IJIE), 2017
Pierre Plantard, Antoine Muller, Charles Pontonnier, Georges Dumont, Hubert P. H. Shum and Franck Multon
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Usability of Corrected Kinect Measurement for Ergonomic Evaluation in Constrained Environment
Usability of Corrected Kinect Measurement for Ergonomic Evaluation in Constrained Environment      Citation: 11#
International Journal Human Factors Modelling and Simulation (IJHFMS), 2017
Pierre Plantard, Hubert P. H. Shum and Franck Multon
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DanceDJ: A 3D Dance Animation Authoring System for Live Performance
DanceDJ: A 3D Dance Animation Authoring System for Live Performance  Best Paper Award     
Proceedings of the 2017 International Conference on Advances in Computer Entertainment Technology (ACE), 2017
Naoya Iwamoto, Takuya Kato, Hubert P. H. Shum, Ryo Kakitsuka, Kenta Hara and Shigeo Morishima
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Synthesizing Motion with Relative Emotion Strength
Synthesizing Motion with Relative Emotion Strength      
Proceedings of the 2017 ACM SIGGRAPH Asia Workshop on Data-Driven Animation Techniques (D2AT), 2017
Edmond S. L. Ho, Hubert P. H. Shum, He Wang and Li Yi
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High Quality Compatible Triangulations for Planar Shape Animation
High Quality Compatible Triangulations for Planar Shape Animation      
Proceedings of the 2017 ACM SIGGRAPH Asia Workshop on Data-Driven Animation Techniques (D2AT), 2017
Zhiguang Liu, Howard Leung, Liuyang Zhou, Franck Multon and Hubert P. H. Shum
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A Motion Classification Approach to Fall Detection
A Motion Classification Approach to Fall Detection      
Proceedings of the 2017 International Conference on Software, Knowledge, Information Management and Applications (SKIMA), 2017
Shanfeng Hu, Worasak Rueangsirarak, Maxime Bouchee, Nauman Aslam and Hubert P. H. Shum
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Unsupervised Abnormal Behaviour Detection with Overhead Crowd Video
Unsupervised Abnormal Behaviour Detection with Overhead Crowd Video      
Proceedings of the 2017 International Conference on Software, Knowledge, Information Management and Applications (SKIMA), 2017
Shoujiang Xu, Edmond S. L. Ho, Nauman Aslam and Hubert P. H. Shum
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Biofeedback Assessment for Older People with Balance Impairment using a Low-Cost Balance Board
Biofeedback Assessment for Older People with Balance Impairment using a Low-Cost Balance Board      
Proceedings of the 2017 Global Wireless Summit (GWS), 2017
Worasak Rueangsirarak, Chayuti Mekurai, Hubert P. H. Shum, Surapong Uttama, Roungsan Chaisricharoen and Kitchana Kaewkaen
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2016

Kinect Posture Reconstruction Based on a Local Mixture of Gaussian Process Models
Kinect Posture Reconstruction Based on a Local Mixture of Gaussian Process Models  REF 2021 Submitted Output Impact Factor: 4.7† Top 25% Journal in Computer Science, Software Engineering†   Citation: 63#
IEEE Transactions on Visualization and Computer Graphics (TVCG), 2016
Zhiguang Liu, Liuyang Zhou, Howard Leung and Hubert P. H. Shum
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Discriminative Semantic Subspace Analysis for Relevance Feedback
Discriminative Semantic Subspace Analysis for Relevance Feedback  REF 2021 Submitted Output Impact Factor: 10.8† Top 10% Journal in Computer Science, Artificial Intelligence†   Citation: 35#
IEEE Transactions on Image Processing (TIP), 2016
Lining Zhang, Hubert P. H. Shum and Ling Shao
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Arbitrary View Action Recognition via Transfer Dictionary Learning on Synthetic Training Data
Arbitrary View Action Recognition via Transfer Dictionary Learning on Synthetic Training Data    H5-Index: 122# Core A* Conference‡ Citation: 16#
Proceedings of the 2016 IEEE International Conference on Robotics and Automation (ICRA), 2016
Jingtian Zhang, Lining Zhang, Hubert P. H. Shum and Ling Shao
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Proceedings of the 9th International Conference on Motion in Games
Proceedings of the 9th International Conference on Motion in Games      
Editorship: Proceedings of the 2016 ACM International Conference on Motion in Games (MIG), 2016
Michael Neff, Roland Geraerts and Hubert P. H. Shum
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Coordinated Crowd Simulation with Topological Scene Analysis
Coordinated Crowd Simulation with Topological Scene Analysis  Impact Factor: 2.7†    Citation: 31#
Computer Graphics Forum (CGF), 2016
Adam Barnett, Hubert P. H. Shum and Taku Komura
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Improving Posture Classification Accuracy for Depth Sensor-Based Human Activity Monitoring in Smart Environments
Improving Posture Classification Accuracy for Depth Sensor-Based Human Activity Monitoring in Smart Environments  Impact Factor: 4.3†    Citation: 95#
Computer Vision and Image Understanding (CVIU), 2016
Edmond S. L. Ho, Jacky C. P. Chan, Donald C. K. Chan, Hubert P. H. Shum, Yiu-ming Cheung and P. C. Yuen
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SkillVis: A Visualization Tool for Boxing Skill Assessment
SkillVis: A Visualization Tool for Boxing Skill Assessment      
Proceedings of the 2016 ACM International Conference on Motion in Games (MIG), 2016
Hubert P. H. Shum, He Wang, Edmond S. L. Ho and Taku Komura
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Human Action Recognition via Skeletal and Depth Based Feature Fusion
Human Action Recognition via Skeletal and Depth Based Feature Fusion      Citation: 37#
Proceedings of the 2016 ACM International Conference on Motion in Games (MIG), 2016
Meng Li, Howard Leung and Hubert P. H. Shum
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Experience-Based Rule Base Generation and Adaptation for Fuzzy Interpolation
Experience-Based Rule Base Generation and Adaptation for Fuzzy Interpolation  IEEE CIS Outstanding Student-Paper Travel Grants     Citation: 23#
Proceedings of the 2016 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 2016
Jie Li, Hubert P. H. Shum, Xin Fu, Graham Sexton and Longzhi Yang
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Towards Sparse Rule Base Generation for Fuzzy Rule Interpolation
Towards Sparse Rule Base Generation for Fuzzy Rule Interpolation  IEEE CIS Outstanding Student-Paper Travel Grants     Citation: 31#
Proceedings of the 2016 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 2016
Yao Tan, Jie Li, Martin Wonders, Fei Chao, Hubert P. H. Shum and Longzhi Yang
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Temporal Clustering of Motion Capture Data with Optimal Partitioning
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), 2016
Yang Yang, Huiwen Bian, Hubert P. H. Shum, Nauman Aslam and Lanling Zeng
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TSK Inference with Sparse Rule Bases
TSK Inference with Sparse Rule Bases  Best Paper Award     Citation: 28#
Proceedings of the 2016 UK Workshop on Computational Intelligence (UKCI), 2016
Jie Li, Yanpeng Qu, Hubert P. H. Shum and Longzhi Yang
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Ergonomics Measurements using Kinect with a Pose Correction Framework
Ergonomics Measurements using Kinect with a Pose Correction Framework      
Proceedings of the 2016 International Digital Human Modeling Symposium (DHM), 2016
Pierre Plantard, Hubert P. H. Shum and Franck Multon
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Automatic Dance Generation System Considering Sign Language Information
Automatic Dance Generation System Considering Sign Language Information      
Proceedings of the 2016 ACM SIGGRAPH Posters, 2016
Wakana Asahina, Naoya Iwamoto, Hubert P. H. Shum and Shigeo Morishima
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An Interactive Human Morphing System with Self-Occlusion Enhancement
An Interactive Human Morphing System with Self-Occlusion Enhancement  Best Poster Award     
Proceedings of the 2016 ACM International Conference on Motion in Games (MIG) Posters, 2016
Zhiguang Liu, Howard Leung and Hubert P. H. Shum
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Depth Sensor Based Facial and Body Animation Control
Depth Sensor Based Facial and Body Animation Control      
Book Chapter: Handbook of Human Motion, 2016
Yijun Shen, Jingtian Zhang, Longzhi Yang and Hubert P. H. Shum
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2015

Multi-Layer Lattice Model for Real-Time Dynamic Character Deformation
Multi-Layer Lattice Model for Real-Time Dynamic Character Deformation  Impact Factor: 2.7†    Citation: 25#
Computer Graphics Forum (CGF) - Proceedings of the 2015 Pacific Conference on Computer Graphics and Applications (PG), 2015
Naoya Iwamoto, Hubert P. H. Shum, Longzhi Yang and Shigeo Morishima
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High Quality Compatible Triangulations for 2D Shape Morphing
High Quality Compatible Triangulations for 2D Shape Morphing     Core A Conference‡ Citation: 12#
Proceedings of the 2015 ACM Symposium on Virtual Reality Software and Technology (VRST), 2015
Zhiguang Liu, Howard Leung, Liuyang Zhou and Hubert P. H. Shum
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Intelligent Home Heating Controller Using Fuzzy Rule Interpolation
Intelligent Home Heating Controller Using Fuzzy Rule Interpolation      Citation: 17#
Proceedings of the 2015 UK Workshop on Computational Intelligence (UKCI), 2015
Jie Li, Longzhi Yang, Hubert P. H. Shum, Graham Sexton and Yao Tan
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2014

Interactive Formation Control in Complex Environments
Interactive Formation Control in Complex Environments  REF 2021 Submitted Output Impact Factor: 4.7† Top 25% Journal in Computer Science, Software Engineering†   Citation: 29#
IEEE Transactions on Visualization and Computer Graphics (TVCG), 2014
Joseph Henry, Hubert P. H. Shum and Taku Komura
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Human Motion Variation Synthesis with Multivariate Gaussian Processes
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), 2014
Liuyang Zhou, Lifeng Shang, Hubert P. H. Shum and Howard Leung
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Posture Reconstruction Using Kinect with a Probabilistic Model
Posture Reconstruction Using Kinect with a Probabilistic Model     Core A Conference‡ Citation: 33#
Proceedings of the 2014 ACM Symposium on Virtual Reality Software and Technology (VRST), 2014
Liuyang Zhou, Zhiguang Liu, Howard Leung and Hubert P. H. Shum
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An Intelligent Mobile-Based Automatic Diagnostic System to Identify Retinal Diseases using Mathematical Morphological Operations
An Intelligent Mobile-Based Automatic Diagnostic System to Identify Retinal Diseases using Mathematical Morphological Operations      Citation: 25#
Proceedings of the 2014 International Conference on Software, Knowledge, Information Management and Applications (SKIMA), 2014
Mohamed Omar, Alamgir Hossain, Li Zhang and Hubert P. H. Shum
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2013

Real-Time Posture Reconstruction for Microsoft Kinect
Real-Time Posture Reconstruction for Microsoft Kinect  REF 2014 Submitted Output Impact Factor: 9.4† Top 10% Journal in Computer Science, Artificial Intelligence†   Citation: 181#
IEEE Transactions on Cybernetics (TCyb), 2013
Hubert P. H. Shum, Edmond S. L. Ho, Yang Jiang and Shu Takagi
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Motion Adaptation for Humanoid Robots in Constrained Environments
Motion Adaptation for Humanoid Robots in Constrained Environments    H5-Index: 122# Core A* Conference‡ Citation: 27#
Proceedings of the 2013 IEEE International Conference on Robotics and Automation (ICRA), 2013
Edmond S. L. Ho and Hubert P. H. Shum
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Topology Aware Data-Driven Inverse Kinematics
Topology Aware Data-Driven Inverse Kinematics  Impact Factor: 2.7†    Citation: 28#
Computer Graphics Forum (CGF) - Proceedings of the 2013 Pacific Conference on Computer Graphics and Applications (PG), 2013
Edmond S. L. Ho, Hubert P. H. Shum, Yiu-ming Cheung and P. C. Yuen
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Natural Preparation Behavior Synthesis
Natural Preparation Behavior Synthesis      
Computer Animation and Virtual Worlds (CAVW), 2013
Hubert P. H. Shum, Ludovic Hoyet, Edmond S. L. Ho, Taku Komura and Franck Multon
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Preparation Behaviour Synthesis with Reinforcement Learning
Preparation Behaviour Synthesis with Reinforcement Learning      
Proceedings of the 2013 International Conference on Computer Animation and Social Agents (CASA), 2013
Hubert P. H. Shum, Ludovic Hoyet, Edmond S. L. Ho, Taku Komura and Franck Multon
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Serious Games with Human-Object Interactions using RGB-D Camera
Serious Games with Human-Object Interactions using RGB-D Camera      
Proceedings of the 2013 ACM International Conference on Motion in Games (MIG) Posters, 2013
Hubert P. H. Shum
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2012

Simulating Multiple Character Interactions with Collaborative and Adversarial Goals
Simulating Multiple Character Interactions with Collaborative and Adversarial Goals  REF 2014 Submitted Output Invited Presentation at ACM I3D 2012 Impact Factor: 4.7† Top 25% Journal in Computer Science, Software Engineering†   Citation: 51#
IEEE Transactions on Visualization and Computer Graphics (TVCG), 2012
Hubert P. H. Shum, Taku Komura and Shuntaro Yamazaki
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Environment-Aware Real-Time Crowd Control
Environment-Aware Real-Time Crowd Control      Citation: 34#
Proceedings of the 2012 ACM SIGGRAPH/Eurographics Symposium on Computer Animation (SCA), 2012
Joseph Henry, Hubert P. H. Shum and Taku Komura
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Real-Time Physical Modelling of Character Movements with Microsoft Kinect
Real-Time Physical Modelling of Character Movements with Microsoft Kinect     Core A Conference‡ Citation: 67#
Proceedings of the 2012 ACM Symposium on Virtual Reality Software and Technology (VRST), 2012
Hubert P. H. Shum and Edmond S. L. Ho
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Environment Capturing with Microsoft Kinect
Environment Capturing with Microsoft Kinect      
Proceedings of the 2012 International Conference on Software, Knowledge, Information Management and Applications (SKIMA), 2012
Kevin Mackay, Hubert P. H. Shum and Taku Komura
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2011

Fast Accelerometer-Based Motion Recognition with a Dual Buffer Framework
Fast Accelerometer-Based Motion Recognition with a Dual Buffer Framework      Citation: 12#
International Journal of Virtual Reality (IJVR), 2011
Hubert P. H. Shum, Taku Komura and Shu Takagi
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2010

Physically-Based Character Control in Low Dimensional Space
Physically-Based Character Control in Low Dimensional Space      Citation: 10#
Proceedings of the 2010 ACM International Conference on Motion in Games (MIG), 2010
Hubert P. H. Shum, Taku Komura, Takaaki Shiratori and Shu Takagi
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Manufacturing Video Graphics
Manufacturing Video Graphics      
Patent: Patent from the World Intellectual Property Organization, 2010
Taku Komura and Hubert P. H. Shum
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Simulating Interactions Among Multiple Characters
Simulating Interactions Among Multiple Characters      
PhD Thesis from the University of Edinburgh, 2010
Hubert P. H. Shum
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2009

Angular Momentum Guided Motion Concatenation
Angular Momentum Guided Motion Concatenation      
Computer Animation and Virtual Worlds (CAVW) - Proceedings of the 2009 International Conference on Computer Animation and Social Agents (CASA), 2009
Hubert P. H. Shum, Taku Komura and Pranjul Yadav
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2008

Interaction Patches for Multi-Character Animation
Interaction Patches for Multi-Character Animation  Patent Number: WO/2010/057897 REF 2014 Submitted Output Impact Factor: 7.8† Top 10% Journal in Computer Science, Software Engineering†   Citation: 99#
ACM Transactions on Graphics (TOG) - Proceedings of the 2008 ACM SIGGRAPH Asia, 2008
Hubert P. H. Shum, Taku Komura, Masashi Shiraishi and Shuntaro Yamazaki
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Emulating Human Perception of Motion Similarity
Emulating Human Perception of Motion Similarity  Best Paper Award     Citation: 80#
Computer Animation and Virtual Worlds (CAVW) - Proceedings of the 2008 International Conference on Computer Animation and Social Agents (CASA), 2008
Jeff K. T. Tang, Howard Leung, Taku Komura and Hubert P. H. Shum
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Simulating Interactions of Avatars in High Dimensional State Space
Simulating Interactions of Avatars in High Dimensional State Space      Citation: 48#
Proceedings of the 2008 ACM SIGGRAPH Symposium on Interactive 3D Graphics and Games (I3D), 2008
Hubert P. H. Shum, Taku Komura and Shuntaro Yamazaki
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Finding Repetitive Patterns in 3D Human Motion Captured Data
Finding Repetitive Patterns in 3D Human Motion Captured Data      Citation: 24#
Proceedings of the 2008 International Conference on Ubiquitous Information Management and Communication (ICUIMC), 2008
Jeff K. T. Tang, Howard Leung, Taku Komura and Hubert P. H. Shum
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Simulating Interactions of Characters
Simulating Interactions of Characters      
Proceedings of the 2008 ACM International Conference on Motion in Games (MIG), 2008
Taku Komura, Hubert P. H. Shum and Edmond S. L. Ho
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2007

Simulating Competitive Interactions using Singly Captured Motions
Simulating Competitive Interactions using Singly Captured Motions     Core A Conference‡ Citation: 42#
Proceedings of the 2007 ACM Symposium on Virtual Reality Software and Technology (VRST), 2007
Hubert P. H. Shum, Taku Komura and Shuntaro Yamazaki
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Automatic Evaluation of Boxing Techniques from Captured Shadow Boxing Data
Automatic Evaluation of Boxing Techniques from Captured Shadow Boxing Data      
Proceedings of the 2007 Congress of International Society of Biomechanics (ISB), 2007
Hubert P. H. Shum, Taku Komura and Akinori Nagano
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2006

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

Tracking the Translational and Rotational Movement of the Ball Using High-Speed Camera Movies
Tracking the Translational and Rotational Movement of the Ball Using High-Speed Camera Movies    H5-Index: 66#  Citation: 56#
Proceedings of the 2005 IEEE International Conference on Image Processing (ICIP), 2005
Hubert P. H. Shum and Taku Komura
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2004

A Spatiotemporal Approach to Extract the 3D Trajectory of the Baseball from a Single View Video Sequence
A Spatiotemporal Approach to Extract the 3D Trajectory of the Baseball from a Single View Video Sequence     Core A Conference‡ Citation: 36#
Proceedings of the 2004 IEEE International Conference on Multimedia and Expo (ICME), 2004
Hubert P. H. Shum and Taku Komura
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† According to Journal Citation Reports 2023
‡ According to Core Ranking 2023
# According to Google Scholar 2024

 

Last updated on 6 October 2024
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