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Research Publications / Selected Publications

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: 5.2† 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: 7.3† 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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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: 5.2† Top 25% Journal in Computer Science, Software Engineering†   
IEEE Transactions on Visualization and Computer Graphics (TVCG) - Proceedings of the 2023 IEEE Conference on Virtual Reality and 3D User Interfaces (VR), 2023
Kanglei Zhou, Ruizhi Cai, Yue Ma, Qingqing Tan, Xinning Wang, Jianguo Li, Hubert P. H. Shum, Frederick W. B. Li, Song Jin and Xiaohui Liang
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Hierarchical Graph Convolutional Networks for Action Quality Assessment
Hierarchical Graph Convolutional Networks for Action Quality Assessment  Impact Factor: 8.4† Top 10% Journal in Engineering, Electrical & Electronic†   
IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2023
Kanglei Zhou, Yue Ma, Hubert P. H. Shum and Xiaohui Liang
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Interaction-Aware Decision-Making for Automated Vehicles using Social Value Orientation
Interaction-Aware Decision-Making for Automated Vehicles using Social Value Orientation  Impact Factor: 8.2† Top 25% Journal in Computer Science, Artificial Intelligence†   Citation: 35#
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‡   H5-Index: 422# Core A* Conference‡ Citation: 12#
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 Core A* Conference‡   H5-Index: 228# 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 Core A* Conference‡   H5-Index: 228# 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‡    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‡    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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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: 4.9†    Citation: 18#
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 Core A* Conference‡   H5-Index: 238# 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 Core A Conference‡   H5-Index: 89# Core A Conference‡ Citation: 11#
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‡    Core A* Conference‡ Citation: 10#
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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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: 5.2† Top 25% Journal in Computer Science, Software Engineering†   Citation: 79#
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: 6.8† 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: 8.4† Top 10% Journal in Engineering, Electrical & Electronic†   Citation: 24#
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‡    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‡    Core A* Conference‡ 
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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2020

Interaction-Based Human Activity Comparison
Interaction-Based Human Activity Comparison  REF 2021 Submitted Output Impact Factor: 5.2† Top 25% Journal in Computer Science, Software Engineering†   Citation: 23#
IEEE Transactions on Visualization and Computer Graphics (TVCG), 2020
Yijun Shen, Longzhi Yang, Edmond S. L. Ho and Hubert P. H. Shum
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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: 7.3† 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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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: 10.6† Top 10% Journal in Computer Science, Artificial Intelligence†   Citation: 59#
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: 4.9†    Citation: 19#
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: 3.7† 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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2017

Manifold Regularized Experimental Design for Active Learning
Manifold Regularized Experimental Design for Active Learning  REF 2021 Submitted Output Impact Factor: 10.6† 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: 3.2†    Citation: 265#
Applied Ergonomics (AE), 2017
Pierre Plantard, Hubert P. H. Shum, Anne-Sophie Le Pierres and Franck Multon
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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: 5.2† Top 25% Journal in Computer Science, Software Engineering†   Citation: 61#
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: 10.6† 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 Core A* Conference‡   H5-Index: 119# Core A* Conference‡ Citation: 14#
Proceedings of the 2016 IEEE International Conference on Robotics and Automation (ICRA), 2016
Jingtian Zhang, Lining Zhang, Hubert P. H. Shum and Ling Shao
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2014

Interactive Formation Control in Complex Environments
Interactive Formation Control in Complex Environments  REF 2021 Submitted Output Impact Factor: 5.2† Top 25% Journal in Computer Science, Software Engineering†   Citation: 27#
IEEE Transactions on Visualization and Computer Graphics (TVCG), 2014
Joseph Henry, Hubert P. H. Shum and Taku Komura
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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: 11.8† Top 10% Journal in Computer Science, Artificial Intelligence†   Citation: 179#
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 Core A* Conference‡   H5-Index: 119# Core A* Conference‡ Citation: 26#
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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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: 5.2† Top 25% Journal in Computer Science, Software Engineering†   Citation: 49#
IEEE Transactions on Visualization and Computer Graphics (TVCG), 2012
Hubert P. H. Shum, Taku Komura and Shuntaro Yamazaki
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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: 6.2† Top 10% Journal in Computer Science, Software Engineering†   Citation: 95#
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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† According to Journal Citation Reports 2022"
‡ According to Core Ranking 2023"
# According to Google Scholar 2023"

 

 

Last updated on 3 May 2024
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