Hubert P. H. Shum

According to our database, Hubert P. H. Shum authored at least 158 papers between 2004 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Artificial intelligence for geometry-based feature extraction, analysis and synthesis in artistic images: a survey.

Mridula Vijendran, Jingjing Deng, Shuang Chen, Edmond S. L. Ho, Hubert P. H. Shum

Artif. Intell. Rev., February, 2025

2024

Multi-Task Spatial-Temporal Graph Auto-Encoder for Hand Motion Denoising.

Kanglei Zhou, Hubert P. H. Shum, Frederick W. B. Li, Xiaohui Liang

IEEE Trans. Vis. Comput. Graph., October, 2024

Pose-based tremor type and level analysis for Parkinson's disease from video.

Haozheng Zhang, Edmond S. L. Ho, Francis Xiatian Zhang, Silvia Del Din, Hubert P. H. Shum

Int. J. Comput. Assist. Radiol. Surg., May, 2024

Social Interaction-Aware Dynamical Models and Decision-Making for Autonomous Vehicles.

Luca Crosato, Kai Tian, Hubert P. H. Shum, Edmond S. L. Ho, Yafei Wang, Chongfeng Wei

Adv. Intell. Syst., March, 2024

HINT: High-Quality INpainting Transformer With Mask-Aware Encoding and Enhanced Attention.

Shuang Chen, Amir Atapour-Abarghouei, Hubert P. H. Shum

IEEE Trans. Multim., 2024

Geometric Features Enhanced Human-Object Interaction Detection.

Manli Zhu, Edmond S. L. Ho, Shuang Chen, Longzhi Yang, Hubert P. H. Shum

IEEE Trans. Instrum. Meas., 2024

One-index vector quantization based adversarial attack on image classification.

Haiju Fan, Xiaona Qin, Shuang Chen, Hubert P. H. Shum, Ming Li

Pattern Recognit. Lett., 2024

A Comprehensive Survey of Action Quality Assessment: Method and Benchmark.

Kanglei Zhou, Ruizhi Cai, Liyuan Wang, Hubert P. H. Shum, Xiaohui Liang

CoRR, 2024

Adaptive Graph Learning from Spatial Information for Surgical Workflow Anticipation.

Francis Xiatian Zhang, Jingjing Deng, Robert Lieck, Hubert P. H. Shum

CoRR, 2024

SEM-Net: Efficient Pixel Modelling for image inpainting with Spatially Enhanced SSM.

Shuang Chen, Haozheng Zhang, Amir Atapour-Abarghouei, Hubert P. H. Shum

CoRR, 2024

TraIL-Det: Transformation-Invariant Local Feature Networks for 3D LiDAR Object Detection with Unsupervised Pre-Training.

Li Li, Tanqiu Qiao, Hubert P. H. Shum, Toby P. Breckon

CoRR, 2024

ST-SACLF: Style Transfer Informed Self-Attention Classifier for Bias-Aware Painting Classification.

Mridula Vijendran, Frederick W. B. Li, Jingjing Deng, Hubert P. H. Shum

CoRR, 2024

MxT: Mamba x Transformer for Image Inpainting.

Shuang Chen, Amir Atapour-Abarghouei, Haozheng Zhang, Hubert P. H. Shum

CoRR, 2024

Enhancing Surgical Performance in Cardiothoracic Surgery with Innovations from Computer Vision and Artificial Intelligence: A Narrative Review.

Merryn D. Constable, Hubert P. H. Shum, Stephen Clark

CoRR, 2024

U3DS³: Unsupervised 3D Semantic Scene Segmentation.

Jiaxu Liu, Zhengdi Yu, Toby P. Breckon, Hubert P. H. Shum

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

Chatbots and Art Critique: A Comparative Study of Chatbot and Human Experts in Traditional Chinese Painting Education.

Jinyu Liu, Effie Lai-Chong Law, Hubert P. H. Shum

Proceedings of the 13th Nordic Conference on Human-Computer Interaction, 2024

Self-Regulated Sample Diversity in Large Language Models.

Mingyue Liu, Jonathan Frawley, Sarah Wyer, Hubert P. H. Shum, Sara L. Uckelman, Sue Black, Chris G. Willcocks

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2024, 2024

Depth-Aware Endoscopic Video Inpainting.

Francis Xiatian Zhang, Shuang Chen, Xianghua Xie, Hubert P. H. Shum

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

From Category to Scenery: An End-to-End Framework for Multi-person Human-Object Interaction Recognition in Videos.

Tanqiu Qiao, Ruochen Li, Frederick W. B. Li, Hubert P. H. Shum

Proceedings of the Pattern Recognition - 27th International Conference, 2024

Neural-Code PIFu: High-Fidelity Single Image 3D Human Reconstruction via Neural Code Integration.

Ruizhi Liu, Paolo Remagnino, Hubert P. H. Shum

Proceedings of the Pattern Recognition - 27th International Conference, 2024

A Virtual Reality Framework for Human-Driver Interaction Research: Safe and Cost-Effective Data Collection.

Luca Crosato, Chongfeng Wei, Edmond S. L. Ho, Hubert P. H. Shum, Yuzhu Sun

Proceedings of the 2024 ACM/IEEE International Conference on Human-Robot Interaction, 2024

MAGR: Manifold-Aligned Graph Regularization for Continual Action Quality Assessment.

Kanglei Zhou, Liyuan Wang, Xingxing Zhang, Hubert P. H. Shum, Frederick W. B. Li, Jianguo Li, Xiaohui Liang

Proceedings of the Computer Vision - ECCV 2024, 2024

RAPiD-Seg: Range-Aware Pointwise Distance Distribution Networks for 3D LiDAR Segmentation.

Li Li, Hubert P. H. Shum, Toby P. Breckon

Proceedings of the Computer Vision - ECCV 2024, 2024

Two-Person Interaction Augmentation with Skeleton Priors.

Baiyi Li, Edmond S. L. Ho, Hubert P. H. Shum, He Wang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Repeat and Concatenate: 2D to 3D Image Translation with 3D to 3D Generative Modeling.

Abril Corona-Figueroa, Hubert P. H. Shum, Chris G. Willcocks

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Hierarchical Graph Convolutional Networks for Action Quality Assessment.

Kanglei Zhou, Yue Ma, Hubert P. H. Shum, Xiaohui Liang

IEEE Trans. Circuits Syst. Video Technol., December, 2023

INCLG: Inpainting for non-cleft lip generation with a multi-task image processing network.

Shuang Chen, Amir Atapour-Abarghouei, Edmond S. L. Ho, Hubert P. H. Shum

Softw. Impacts, September, 2023

Focalized contrastive view-invariant learning for self-supervised skeleton-based action recognition.

Qianhui Men, Edmond S. L. Ho, Hubert P. H. Shum, Howard Leung

Neurocomputing, June, 2023

Interaction-Aware Decision-Making for Automated Vehicles Using Social Value Orientation.

Luca Crosato, Hubert P. H. Shum, Edmond S. L. Ho, Chongfeng Wei

IEEE Trans. Intell. Veh., February, 2023

A Video-Based Augmented Reality System for Human-in-the-Loop Muscle Strength Assessment of Juvenile Dermatomyositis.

Kanglei Zhou, Ruizhi Cai, Yue Ma, Qingqing Tan, Xinning Wang, Jianguo Li, Hubert P. H. Shum, Frederick W. B. Li, Song Jin, Xiaohui Liang

IEEE Trans. Vis. Comput. Graph., 2023

Image editing-based data augmentation for illumination-insensitive background subtraction.

Dimitrios Sakkos, Edmond S. L. Ho, Hubert P. H. Shum, Garry Elvin

J. Enterp. Inf. Manag., 2023

On the Design Fundamentals of Diffusion Models: A Survey.

Ziyi Chang, George Alex Koulieris, Hubert P. H. Shum

CoRR, 2023

Tackling Data Bias in Painting Classification with Style Transfer.

Mridula Vijendran, Frederick W. B. Li, Hubert P. H. Shum

Proceedings of the 18th International Joint Conference on Computer Vision, 2023

A Mixed Reality Training System for Hand-Object Interaction in Simulated Microgravity Environments.

Kanglei Zhou, Chen Chen, Yue Ma, Zhiying Leng, Hubert P. H. Shum, Frederick W. B. Li, Xiaohui Liang

Proceedings of the IEEE International Symposium on Mixed and Augmented Reality, 2023

Enhancing Perception and Immersion in Pre-Captured Environments through Learning-Based Eye Height Adaptation.

Qi Feng, Hubert P. H. Shum, Shigeo Morishima

Proceedings of the IEEE International Symposium on Mixed and Augmented Reality, 2023

Correlation-Distance Graph Learning for Treatment Response Prediction from rs-fMRI.

Xiatian Zhang, Sisi Zheng, Hubert P. H. Shum, Haozheng Zhang, Nan Song, Mingkang Song, Hongxiao Jia

Proceedings of the Neural Information Processing - 30th International Conference, 2023

Hard No-Box Adversarial Attack on Skeleton-Based Human Action Recognition with Skeleton-Motion-Informed Gradient.

Zhengzhi Lu, He Wang, Ziyi Chang, Guoan Yang, Hubert P. H. Shum

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Unaligned 2D to 3D Translation with Conditional Vector-Quantized Code Diffusion using Transformers.

Abril Corona-Figueroa, Sam Bond-Taylor, Neelanjan Bhowmik, Yona Falinie A. Gaus, Toby P. Breckon, Hubert P. H. Shum, Chris G. Willcocks

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Unifying Human Motion Synthesis and Style Transfer with Denoising Diffusion Probabilistic Models.

Ziyi Chang, Edmund J. C. Findlay, Haozheng Zhang, Hubert P. H. Shum

Proceedings of the 18th International Joint Conference on Computer Vision, 2023

Less is More: Reducing Task and Model Complexity for 3D Point Cloud Semantic Segmentation.

Li Li, Hubert P. H. Shum, Toby P. Breckon

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Region-based Appearance and Flow Characteristics for Anomaly Detection in Infrared Surveillance Imagery.

Yona Falinie A. Gaus, Neelanjan Bhowmik, Brian K. S. Isaac-Medina, Hubert P. H. Shum, Amir Atapour-Abarghouei, Toby P. Breckon

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

CP-AGCN: Pytorch-based attention informed graph convolutional network for identifying infants at risk of cerebral palsy.

Haozheng Zhang, Edmond S. L. Ho, Hubert P. H. Shum

Softw. Impacts, December, 2022

3D car shape reconstruction from a contour sketch using GAN and lazy learning.

Naoki Nozawa, Hubert P. H. Shum, Qi Feng, Edmond S. L. Ho, Shigeo Morishima

Vis. Comput., 2022

PyTorch-based implementation of label-aware graph representation for multi-class trajectory prediction.

Qianhui Men, Hubert P. H. Shum

Softw. Impacts, 2022

A Two-stream Convolutional Network for Musculoskeletal and Neurological Disorders Prediction.

Manli Zhu, Qianhui Men, Edmond S. L. Ho, Howard Leung, Hubert P. H. Shum

J. Medical Syst., 2022

RobIn: A robust interpretable deep network for schizophrenia diagnosis.

Daniel Organisciak, Hubert P. H. Shum, Ephraim Nwoye, Wai Lok Woo

Expert Syst. Appl., 2022

Formation control for UAVs using a Flux Guided approach.

John Hartley, Hubert P. H. Shum, Edmond S. L. Ho, He Wang, Subramanian Ramamoorthy

Expert Syst. Appl., 2022

Denoising Diffusion Probabilistic Models for Styled Walking Synthesis.

Edmund J. C. Findlay, Haozheng Zhang, Ziyi Chang, Hubert P. H. Shum

CoRR, 2022

GAN-based reactive motion synthesis with class-aware discriminators for human-human interaction.

Qianhui Men, Hubert P. H. Shum, Edmond S. L. Ho, Howard Leung

Comput. Graph., 2022

3D Reconstruction of Sculptures from Single Images via Unsupervised Domain Adaptation on Implicit Models.

Ziyi Chang, George Alex Koulieris, Hubert P. H. Shum

Proceedings of the 28th ACM Symposium on Virtual Reality Software and Technology, 2022

360 Depth Estimation in the Wild - the Depth360 Dataset and the SegFuse Network.

Qi Feng, Hubert P. H. Shum, Shigeo Morishima

Proceedings of the IEEE Conference on Virtual Reality and 3D User Interfaces, 2022

UAV-ReID: A Benchmark on Unmanned Aerial Vehicle Re-identification in Video Imagery.

Daniel Organisciak, Matthew Poyser, Aishah Alsehaim, Shanfeng Hu, Brian K. S. Isaac-Medina, Toby P. Breckon, Hubert P. H. Shum

Proceedings of the 17th International Joint Conference on Computer Vision, 2022

A Skeleton-aware Graph Convolutional Network for Human-Object Interaction Detection.

Manli Zhu, Edmond S. L. Ho, Hubert P. H. Shum

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2022

Pose-Based Tremor Classification for Parkinson's Disease Diagnosis from Video.

Haozheng Zhang, Edmond S. L. Ho, Xiatian Zhang, Hubert P. H. Shum

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

Multiclass-SGCN: Sparse Graph-Based Trajectory Prediction with Agent Class Embedding.

Ruochen Li, Stamos Katsigiannis, Hubert P. H. Shum

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

Cerebral Palsy Prediction with Frequency Attention Informed Graph Convolutional Networks.

Haozheng Zhang, Hubert P. H. Shum, Edmond S. L. Ho

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

MedNeRF: Medical Neural Radiance Fields for Reconstructing 3D-aware CT-Projections from a Single X-ray.

Abril Corona-Figueroa, Jonathan Frawley, Sam Bond-Taylor, Sarath Bethapudi, Hubert P. H. Shum, Chris G. Willcocks

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

Geometric Features Informed Multi-person Human-Object Interaction Recognition in Videos.

Tanqiu Qiao, Qianhui Men, Frederick W. B. Li, Yoshiki Kubotani, Shigeo Morishima, Hubert P. H. Shum

Proceedings of the Computer Vision - ECCV 2022, 2022

Towards Graph Representation Learning Based Surgical Workflow Anticipation.

Xiatian Zhang, Noura Al Moubayed, Hubert P. H. Shum

Proceedings of the IEEE-EMBS International Conference on Biomedical and Health Informatics, 2022

A Feasibility Study on Image Inpainting for Non-cleft Lip Generation from Patients with Cleft Lip.

Shuang Chen, Amir Atapour-Abarghouei, Jane Kerby, Edmond S. L. Ho, David C. G. Sainsbury, Sophie Butterworth, Hubert P. H. Shum

Proceedings of the IEEE-EMBS International Conference on Biomedical and Health Informatics, 2022

2021

Spatio-Temporal Manifold Learning for Human Motions via Long-Horizon Modeling.

He Wang, Edmond S. L. Ho, Hubert P. H. Shum, Zhanxing Zhu

IEEE Trans. Vis. Comput. Graph., 2021

LMZMPM: Local Modified Zernike Moment Per-Unit Mass for Robust Human Face Recognition.

Arindam Kar, Sourav Pramanik, Arghya Chakraborty, Debotosh Bhattacharjee, Edmond S. L. Ho, Hubert P. H. Shum

IEEE Trans. Inf. Forensics Secur., 2021

A Quadruple Diffusion Convolutional Recurrent Network for Human Motion Prediction.

Qianhui Men, Edmond S. L. Ho, Hubert P. H. Shum, Howard Leung

IEEE Trans. Circuits Syst. Video Technol., 2021

Spoofing detection on hand images using quality assessment.

Asish Bera, Ratnadeep Dey, Debotosh Bhattacharjee, Mita Nasipuri, Hubert P. H. Shum

Multim. Tools Appl., 2021

Facial reshaping operator for controllable face beautification.

Shanfeng Hu, Hubert P. H. Shum, Xiaohui Liang, Frederick W. B. Li, Nauman Aslam

Expert Syst. Appl., 2021

Two-stage human verification using HandCAPTCHA and anti-spoofed finger biometrics with feature selection.

Asish Bera, Debotosh Bhattacharjee, Hubert P. H. Shum

Expert Syst. Appl., 2021

UAV-ReID: A Benchmark on Unmanned Aerial Vehicle Re-identification.

Daniel Organisciak, Brian K. S. Isaac-Medina, Matthew Poyser, Shanfeng Hu, Toby P. Breckon, Hubert P. H. Shum

CoRR, 2021

Stable Hand Pose Estimation under Tremor via Graph Neural Network.

Zhiying Leng, Jiaying Chen, Hubert P. H. Shum, Frederick W. B. Li, Xiaohui Liang

Proceedings of the IEEE Virtual Reality and 3D User Interfaces, 2021

Semantics-STGCNN: A Semantics-guided Spatial-Temporal Graph Convolutional Network for Multi-class Trajectory Prediction.

Ben A. Rainbow, Qianhui Men, Hubert P. H. Shum

Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics, 2021

STGAE: Spatial-Temporal Graph Auto-Encoder for Hand Motion Denoising.

Kanglei Zhou, Zhiyuan Cheng, Hubert P. H. Shum, Frederick W. B. Li, Xiaohui Liang

Proceedings of the IEEE International Symposium on Mixed and Augmented Reality, 2021

Human-centric Autonomous Driving in an AV-Pedestrian Interactive Environment Using SVO.

Luca Crosato, Chongfeng Wei, Edmond S. L. Ho, Hubert P. H. Shum

Proceedings of the 2nd IEEE International Conference on Human-Machine Systems, 2021

Unmanned Aerial Vehicle Visual Detection and Tracking using Deep Neural Networks: A Performance Benchmark.

Brian K. S. Isaac-Medina, Matt Poyser, Daniel Organisciak, Chris G. Willcocks, Toby P. Breckon, Hubert P. H. Shum

Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

Interpreting Deep Learning based Cerebral Palsy Prediction with Channel Attention.

Manli Zhu, Qianhui Men, Edmond S. L. Ho, Howard Leung, Hubert P. H. Shum

Proceedings of the IEEE EMBS International Conference on Biomedical and Health Informatics, 2021

DurLAR: A High-Fidelity 128-Channel LiDAR Dataset with Panoramic Ambient and Reflectivity Imagery for Multi-Modal Autonomous Driving Applications.

Li Li, Khalid N. Ismail, Hubert P. H. Shum, Toby P. Breckon

Proceedings of the International Conference on 3D Vision, 2021

2020

Interaction-Based Human Activity Comparison.

Yijun Shen, Longzhi Yang, Edmond S. L. Ho, Hubert P. H. Shum

IEEE Trans. Vis. Comput. Graph., 2020

A Unified Deep Metric Representation for Mesh Saliency Detection and Non-Rigid Shape Matching.

Shanfeng Hu, Hubert P. H. Shum, Nauman Aslam, Frederick W. B. Li, Xiaohui Liang

IEEE Trans. Multim., 2020

Foreground-aware Dense Depth Estimation for 360 Images.

Qi Feng, Hubert P. H. Shum, Ryo Shimamura, Shigeo Morishima

J. WSCG, 2020

Resolving hand-object occlusion for mixed reality with joint deep learning and model optimization.

Qi Feng, Hubert P. H. Shum, Shigeo Morishima

Comput. Animat. Virtual Worlds, 2020

Sparse metric-based mesh saliency.

Shanfeng Hu, Xiaohui Liang, Hubert P. H. Shum, Frederick W. B. Li, Nauman Aslam

Neurocomputing, 2020

Editorial: Special Issue on Machine Vision with Deep Learning.

Ling Shao, Hubert P. H. Shum, Timothy M. Hospedales

Int. J. Comput. Vis., 2020

High-speed multi-person pose estimation with deep feature transfer.

Ying Huang, Hubert P. H. Shum, Edmond S. L. Ho, Nauman Aslam

Comput. Vis. Image Underst., 2020

Cumuliform cloud formation control using parameter-predicting convolutional neural network.

Zili Zhang, Yue Ma, Yunfei Li, Frederick W. B. Li, Hubert P. H. Shum, Bailin Yang, Jing Guo, Xiaohui Liang

Graph. Model., 2020

Technical Note: Generating Realistic Fighting Scenes by Game Tree.

Hubert P. H. Shum, Taku Komura

CoRR, 2020

Foreword to special section on motion, interactions and games.

Marie-Paule Cani, Edmond S. L. Ho, Tiberiu Popa, Hubert P. H. Shum

Comput. Graph., 2020

Filtering techniques for channel selection in motor imagery EEG applications: a survey.

Muhammad Zeeshan Baig, Nauman Aslam, Hubert P. H. Shum

Artif. Intell. Rev., 2020

Unifying Person and Vehicle Re-Identification.

Daniel Organisciak, Dimitrios Sakkos, Edmond S. L. Ho, Nauman Aslam, Hubert P. H. Shum

IEEE Access, 2020

Abnormal Infant Movements Classification With Deep Learning on Pose-Based Features.

Kevin D. McCay, Edmond S. L. Ho, Hubert P. H. Shum, Gerhard Fehringer, Claire Marcroft, Nicholas D. Embleton

IEEE Access, 2020

A Privacy-Preserving Efficient Location-Sharing Scheme for Mobile Online Social Network Applications.

Munmun Bhattacharya, Sandip Roy, Kamlesh Mistry, Hubert P. H. Shum, Samiran Chattopadhyay

IEEE Access, 2020

Makeup Style Transfer on Low-quality Images with Weighted Multi-scale Attention.

Daniel Organisciak, Edmond S. L. Ho, Hubert P. H. Shum

Proceedings of the 25th International Conference on Pattern Recognition, 2020

A Two-Stream Recurrent Network for Skeleton-based Human Interaction Recognition.

Qianhui Men, Edmond S. L. Ho, Hubert P. H. Shum, Howard Leung

Proceedings of the 25th International Conference on Pattern Recognition, 2020

Single Sketch Image based 3D Car Shape Reconstruction with Deep Learning and Lazy Learning.

Naoki Nozawa, Hubert P. H. Shum, Edmond S. L. Ho, Shigeo Morishima

Proceedings of the 15th International Joint Conference on Computer Vision, 2020

2019

Triplet Loss with Channel Attention for Person Re-identification.

Daniel Organisciak, Chirine Riachy, Nauman Aslam, Hubert P. H. Shum

J. WSCG, 2019

A generic framework for editing and synthesizing multimodal data with relative emotion strength.

Jacky C. P. Chan, Hubert P. H. Shum, He Wang, Li Yi, Wei Wei, Edmond S. L. Ho

Comput. Animat. Virtual Worlds, 2019

Curvature-based sparse rule base generation for fuzzy rule interpolation.

Yao Tan, Hubert P. H. Shum, Fei Chao, V. Vijayakumar, Longzhi Yang

J. Intell. Fuzzy Syst., 2019

Multiview discriminative marginal metric learning for makeup face verification.

Lining Zhang, Hubert P. H. Shum, Li Liu, Guodong Guo, Ling Shao

Neurocomputing, 2019

A Hybrid metaheuristic Navigation Algorithm for robot Path rolling Planning in an unknown Environment.

Shoujiang Xu, Edmond S. L. Ho, Hubert P. H. Shum

Mechatron. Syst. Control., 2019

Illumination-Aware Multi-Task GANs for Foreground Segmentation.

Dimitrios Sakkos, Edmond S. L. Ho, Hubert P. H. Shum

IEEE Access, 2019

A Secure Authentication Protocol for Multi-Server-Based E-Healthcare Using a Fuzzy Commitment Scheme.

Subhas Barman, Hubert P. H. Shum, Samiran Chattopadhyay, Debasis Samanta

IEEE Access, 2019

Illumination-Based Data Augmentation for Robust Background Subtraction.

Dimitrios Sakkos, Hubert P. H. Shum, Edmond S. L. Ho

Proceedings of the 13th International Conference on Software, 2019

Prior-less 3D Human Shape Reconstruction with an Earth Mover's Distance Informed CNN.

Jingtian Zhang, Hubert P. H. Shum, Kevin D. McCay, Edmond S. L. Ho

Proceedings of the Motion, Interaction and Games, 2019

3D Car Shape Reconstruction from a Single Sketch Image.

Naoki Nozawa, Hubert P. H. Shum, Edmond S. L. Ho, Shigeo Morishima

Proceedings of the Motion, Interaction and Games, 2019

Automatic Sign Dance Synthesis from Gesture-based Sign Language.

Naoya Iwamoto, Hubert P. H. Shum, Wakana Asahina, Shigeo Morishima

Proceedings of the Motion, Interaction and Games, 2019

DSPP: Deep Shape and Pose Priors of Humans.

Shanfeng Hu, Hubert P. H. Shum, Antonio Mucherino

Proceedings of the Motion, Interaction and Games, 2019

An interactive motion analysis framework for diagnosing and rectifying potential injuries caused through resistance training.

Jake Hall, Jacky C. P. Chan, Hubert P. H. Shum, Wei Wei, Edmond S. L. Ho

Proceedings of the Motion, Interaction and Games, 2019

2018

CCESK: A Chinese Character Educational System Based on Kinect.

Yang Yang, Howard Leung, Hubert P. H. Shum, Jiao Li, Lanling Zeng, Nauman Aslam, Zhigeng Pan

IEEE Trans. Learn. Technol., 2018

Action Recognition From Arbitrary Views Using Transferable Dictionary Learning.

Jingtian Zhang, Hubert P. H. Shum, Jungong Han, Ling Shao

IEEE Trans. Image Process., 2018

Data-Driven Crowd Motion Control With Multi-Touch Gestures.

Yijun Shen, Joseph Henry, He Wang, Edmond S. L. Ho, Taku Komura, Hubert P. H. Shum

Comput. Graph. Forum, 2018

High-quality compatible triangulations and their application in interactive animation.

Zhiguang Liu, Liuyang Zhou, Howard Leung, Hubert P. H. Shum

Comput. Graph., 2018

Resolving occlusion for 3D object manipulation with hands in mixed reality.

Qi Feng, Hubert P. H. Shum, Shigeo Morishima

Proceedings of the 24th ACM Symposium on Virtual Reality Software and Technology, 2018

Synthesizing Expressive Facial and Speech Animation by Text-to-IPA Translation with Emotion Control.

Andreea Stef, Kaveen Perera, Hubert P. H. Shum, Edmond S. L. Ho

Proceedings of the 12th International Conference on Software, 2018

A Dual-Stream Recurrent Neural Network for Student Feedback Prediction using Kinect.

Shanfeng Hu, Hindol Bhattacharya, Matangini Chattopadhyay, Nauman Aslam, Hubert P. H. Shum

Proceedings of the 12th International Conference on Software, 2018

NETIVAR: NETwork Information Visualization based on Augmented Reality.

Christopher Flinton, Philip Anderson, Hubert P. H. Shum, Edmond S. L. Ho

Proceedings of the 12th International Conference on Software, 2018

Saliency-Informed Spatio-Temporal Vector of Locally Aggregated Descriptors and Fisher Vectors for Visual Action Recognition.

Zheming Zuo, Daniel Organisciak, Hubert P. H. Shum, Longzhi Yang

Proceedings of the British Machine Vision Conference 2018, 2018

2017

Manifold Regularized Experimental Design for Active Learning.

Lining Zhang, Hubert P. H. Shum, Ling Shao

IEEE Trans. Image Process., 2017

Filtered pose graph for efficient kinect pose reconstruction.

Pierre Plantard, Hubert P. H. Shum, Franck Multon

Multim. Tools Appl., 2017

Differential evolution algorithm as a tool for optimal feature subset selection in motor imagery EEG.

Muhammad Zeeshan Baig, Nauman Aslam, Hubert P. H. Shum, Li Zhang

Expert Syst. Appl., 2017

Foreword to the Special Section on Motion in Games 2016.

Hubert P. H. Shum, Michael Neff, Ronan Boulic

Comput. Graph., 2017

Posture-based and action-based graphs for boxing skill visualization.

Yijun Shen, He Wang, Edmond S. L. Ho, Longzhi Yang, Hubert P. H. Shum

Comput. Graph., 2017

Unsupervised abnormal behaviour detection with overhead crowd video.

Shoujiang Xu, Edmond S. L. Ho, Nauman Aslam, Hubert P. H. Shum

Proceedings of the 11th International Conference on Software, 2017

A motion classification approach to fall detection.

Shanfeng Hu, Worasak Rueangsirarak, Maxime Bouchee, Nauman Aslam, Hubert P. H. Shum

Proceedings of the 11th International Conference on Software, 2017

DanceDJ: A 3D Dance Animation Authoring System for Live Performance.

Naoya Iwamoto, Takuya Kato, Hubert P. H. Shum, Ryo Kakitsuka, Kenta Hara, Shigeo Morishima

Proceedings of the Advances in Computer Entertainment Technology, 2017

2016

Kinect Posture Reconstruction Based on a Local Mixture of Gaussian Process Models.

Zhiguang Liu, Liuyang Zhou, Howard Leung, Hubert P. H. Shum

IEEE Trans. Vis. Comput. Graph., 2016

Discriminative Semantic Subspace Analysis for Relevance Feedback.

Lining Zhang, Hubert P. H. Shum, Ling Shao

IEEE Trans. Image Process., 2016

Improving posture classification accuracy for depth sensor-based human activity monitoring in smart environments.

Edmond S. L. Ho, Jacky C. P. Chan, Donald C. K. Chan, Hubert P. H. Shum, Yiu-ming Cheung, Pong C. Yuen

Comput. Vis. Image Underst., 2016

Coordinated Crowd Simulation With Topological Scene Analysis.

Adam Barnett, Hubert P. H. Shum, Taku Komura

Comput. Graph. Forum, 2016

Temporal clustering of motion capture data with optimal partitioning.

Yang Yang, Hubert P. H. Shum, Nauman Aslam, Lanling Zeng

Proceedings of the 15th ACM SIGGRAPH Conference on Virtual-Reality Continuum and Its Applications in Industry, 2016

TSK Inference with Sparse Rule Bases.

Jie Li, Yanpeng Qu, Hubert P. H. Shum, Longzhi Yang

Proceedings of the Advances in Computational Intelligence Systems, 2016

Automatic dance generation system considering sign language information.

Wakana Asahina, Naoya Iwamoto, Hubert P. H. Shum, Shigeo Morishima

Proceedings of the Special Interest Group on Computer Graphics and Interactive Techniques Conference, 2016

SkillVis: a visualization tool for boxing skill assessment.

Hubert P. H. Shum, He Wang, Edmond S. L. Ho, Taku Komura

Proceedings of the 9th International Conference on Motion in Games, 2016

An interactive human morphing system with self-occlusion enhancement.

Zhiguang Liu, Howard Leung, Hubert P. H. Shum

Proceedings of the 9th International Conference on Motion in Games, 2016

Human action recognition via skeletal and depth based feature fusion.

Meng Li, Howard Leung, Hubert P. H. Shum

Proceedings of the 9th International Conference on Motion in Games, 2016

Arbitrary view action recognition via transfer dictionary learning on synthetic training data.

Jingtian Zhang, Lining Zhang, Hubert P. H. Shum, Ling Shao

Proceedings of the 2016 IEEE International Conference on Robotics and Automation, 2016

Towards sparse rule base generation for fuzzy rule interpolation.

Yao Tan, Jie Li, Martin Wonders, Fei Chao, Hubert P. H. Shum, Longzhi Yang

Proceedings of the 2016 IEEE International Conference on Fuzzy Systems, 2016

Experience-based rule base generation and adaptation for fuzzy interpolation.

Jie Li, Hubert P. H. Shum, Xin Fu, Graham Sexton, Longzhi Yang

Proceedings of the 2016 IEEE International Conference on Fuzzy Systems, 2016

2015

Multi-layer Lattice Model for Real-Time Dynamic Character Deformation.

Naoya Iwamoto, Hubert P. H. Shum, Longzhi Yang, Shigeo Morishima

Comput. Graph. Forum, 2015

High quality compatible triangulations for 2D shape morphing.

Zhiguang Liu, Howard Leung, Liuyang Zhou, Hubert P. H. Shum

Proceedings of the 21st ACM Symposium on Virtual Reality Software and Technology, 2015

2014

Interactive Formation Control in Complex Environments.

Joseph Henry, Hubert P. H. Shum, Taku Komura

IEEE Trans. Vis. Comput. Graph., 2014

Human motion variation synthesis with multivariate Gaussian processes.

Liuyang Zhou, Lifeng Shang, Hubert P. H. Shum, Howard Leung

Comput. Animat. Virtual Worlds, 2014

Natural preparation behavior synthesis.

Hubert P. H. Shum, Ludovic Hoyet, Edmond S. L. Ho, Taku Komura, Franck Multon

Comput. Animat. Virtual Worlds, 2014

Posture reconstruction using Kinect with a probabilistic model.

Liuyang Zhou, Zhiguang Liu, Howard Leung, Hubert P. H. Shum

Proceedings of the 20th ACM Symposium on Virtual Reality Software and Technology, 2014

2013

Real-Time Posture Reconstruction for Microsoft Kinect.

Hubert P. H. Shum, Edmond S. L. Ho, Yang Jiang, Shu Takagi

IEEE Trans. Cybern., 2013

Topology Aware Data-Driven Inverse Kinematics.

Edmond S. L. Ho, Hubert P. H. Shum, Yiu-ming Cheung, Pong C. Yuen

Comput. Graph. Forum, 2013

Motion adaptation for humanoid robots in constrained environments.

Edmond S. L. Ho, Hubert P. H. Shum

Proceedings of the 2013 IEEE International Conference on Robotics and Automation, 2013

2012

Simulating Multiple Character Interactions with Collaborative and Adversarial Goals.

Hubert Pak Ho Shum, Taku Komura, Shuntaro Yamazaki

IEEE Trans. Vis. Comput. Graph., 2012

Real-time physical modelling of character movements with microsoft kinect.

Hubert P. H. Shum, Edmond S. L. Ho

Proceedings of the 18th ACM Symposium on Virtual Reality Software and Technology, 2012

Environment-aware Real-Time Crowd Control.

Joseph Henry, Hubert P. H. Shum, Taku Komura

Proceedings of the 2012 Eurographics/ACM SIGGRAPH Symposium on Computer Animation, 2012

2011

Fast Accelerometer-Based Motion Recognition with a Dual Buffer Framework.

Hubert P. H. Shum, Taku Komura, Shu Takagi

Int. J. Virtual Real., 2011

2010

Simulating interactions among multiple characters.

Hubert Pak Ho Shum

PhD thesis, 2010

Physically-Based Character Control in Low Dimensional Space.

Hubert P. H. Shum, Taku Komura, Takaaki Shiratori, Shu Takagi

Proceedings of the Motion in Games - Third International Conference, 2010

2009

Angular momentum guided motion concatenation.

Hubert P. H. Shum, Taku Komura, Pranjul Yadav

Comput. Animat. Virtual Worlds, 2009

2008

Interaction patches for multi-character animation.

Hubert P. H. Shum, Taku Komura, Masashi Shiraishi, Shuntaro Yamazaki

ACM Trans. Graph., 2008

Emulating human perception of motion similarity.

Jeff K. T. Tang, Howard Leung, Taku Komura, Hubert P. H. Shum

Comput. Animat. Virtual Worlds, 2008

Simulating interactions of avatars in high dimensional state space.

Hubert P. H. Shum, Taku Komura, Shuntaro Yamazaki

Proceedings of the 2008 Symposium on Interactive 3D Graphics, 2008

Simulating Interactions of Characters.

Taku Komura, Hubert P. H. Shum, Edmond S. L. Ho

Proceedings of the Motion in Games, First International Workshop, 2008

Finding repetitive patterns in 3D human motion captured data.

Kai-Tai Tang, Howard Leung, Taku Komura, Hubert P. H. Shum

Proceedings of the 2nd International Conference on Ubiquitous Information Management and Communication, 2008

2007

Simulating competitive interactions using singly captured motions.

Hubert P. H. Shum, Taku Komura, Shuntaro Yamazaki

Proceedings of the ACM Symposium on Virtual Reality Software and Technology, 2007

2005

Tracking the translational and rotational movement of the ball using high-speed camera movies.

Hubert Shum, Takaaki Komura

Proceedings of the 2005 International Conference on Image Processing, 2005

2004

A spatiotemporal approach to extract the 3D trajectory of the baseball from a single view video sequence.

Hubert Shum, Takaaki Komura

Proceedings of the 2004 IEEE International Conference on Multimedia and Expo, 2004