Hubert P. H. Shum

Nauman Aslam, Hubert P. H. Shum, Matangini Chattopadhyay, 2018, 2018 12th International Conference on Software, Knowledge, Information Management & Applications (SKIMA).

Simulating interactions among multiple characters

Hubert P. H. Shum, 2010 .

SkillVis: a visualization tool for boxing skill assessment

Taku Komura, Hubert P. H. Shum, Edmond S. L. Ho, 2016, MIG.

Data‐Driven Crowd Motion Control With Multi‐Touch Gestures

Taku Komura, Hubert P. H. Shum, Edmond S. L. Ho, 2018, Comput. Graph. Forum.

Intelligent Home Heating Controller Using Fuzzy Rule Interpolation

Jie Li, Hubert P. H. Shum, Yao Tan, 2015 .

TSK Inference with Sparse Rule Bases

Jie Li, Hubert P. H. Shum, Longzhi Yang, 2016, UKCI.

Motion adaptation for humanoid robots in constrained environments

Hubert P. H. Shum, Edmond S. L. Ho, 2013, 2013 IEEE International Conference on Robotics and Automation.

Simulating interactions of avatars in high dimensional state space

Taku Komura, Hubert P. H. Shum, Shuntaro Yamazaki, 2008, I3D '08.

Simulating competitive interactions using singly captured motions

Taku Komura, Hubert P. H. Shum, Shuntaro Yamazaki, 2007, VRST '07.

Action Recognition From Arbitrary Views Using Transferable Dictionary Learning

Ling Shao, Hubert P. H. Shum, Jungong Han, 2018, IEEE Transactions on Image Processing.

Foreword to the Special Section on Motion in Games 2016

Michael Neff, Ronan Boulic, Hubert P. H. Shum, 2017, Comput. Graph..

Finding repetitive patterns in 3D human motion captured data

Taku Komura, Hubert P. H. Shum, Howard Leung, 2008, ICUIMC '08.

Unsupervised abnormal behaviour detection with overhead crowd video

Nauman Aslam, Hubert P. H. Shum, Edmond S. L. Ho, 2017, 2017 11th International Conference on Software, Knowledge, Information Management and Applications (SKIMA).

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

Li Zhang, Nauman Aslam, Hubert P. H. Shum, 2017, Expert Syst. Appl..

CCESK: A Chinese Character Educational System Based on Kinect

Nauman Aslam, Hubert P. H. Shum, Zhigeng Pan, 2018, IEEE Transactions on Learning Technologies.

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

Samiran Chattopadhyay, Hubert P. H. Shum, Debasis Samanta, 2019, IEEE Access.

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

Hubert P. H. Shum, Edmond S. L. Ho, Shoujiang Xu, 2019, Mechatron. Syst. Control..

Emulating human perception of motion similarity

Taku Komura, Hubert P. H. Shum, Howard Leung, 2008, Comput. Animat. Virtual Worlds.

Interactive Formation Control in Complex Environments

Taku Komura, Hubert P. H. Shum, Joseph Henry, 2014, IEEE Trans. Vis. Comput. Graph..

Illumination-Based Data Augmentation for Robust Background Subtraction

Hubert P. H. Shum, Edmond S. L. Ho, Dimitrios Sakkos, 2019, 2019 13th International Conference on Software, Knowledge, Information Management and Applications (SKIMA).

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

Hubert P. H. Shum, Shigeo Morishima, Qi Feng, 2018, VRST.

Proceedings of the 9th International Conference on Motion in Games

Hubert P. H. Shum, Roland Geraerts, Michael Neff, 2016, MIG.

Fast accelerometer-based motion recognition with a dual buffer framework

Taku Komura, Hubert P. H. Shum, Shu Takagi, 2011 .

Serious games with human-object interactions using RGB-D camera

Hubert P. H. Shum, 2013 .

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

Hubert P. H. Shum, Howard Leung, Zhiguang Liu, 2016, IEEE Transactions on Visualization and Computer Graphics.

Discriminative Semantic Subspace Analysis for Relevance Feedback

Ling Shao, Lining Zhang, Hubert P. H. Shum, 2016, IEEE Transactions on Image Processing.

Inverse dynamics based on occlusion-resistant Kinect data: Is it usable for ergonomics?

Charles Pontonnier, Georges Dumont, Franck Multon, 2017, International Journal of Industrial Ergonomics.

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

Zhanxing Zhu, Hubert P. H. Shum, Edmond S. L. Ho, 2019, IEEE Transactions on Visualization and Computer Graphics.

Real-Time Posture Reconstruction for Microsoft Kinect

Hubert P. H. Shum, Edmond S. L. Ho, Yang Jiang, 2013, IEEE Transactions on Cybernetics.

Simulating Multiple Character Interactions with Collaborative and Adversarial Goals

Taku Komura, Hubert P. H. Shum, Shuntaro Yamazaki, 2012, IEEE Transactions on Visualization and Computer Graphics.

Multi‐layer Lattice Model for Real‐Time Dynamic Character Deformation

Hubert P. H. Shum, Shigeo Morishima, Longzhi Yang, 2015, Comput. Graph. Forum.

Angular momentum guided motion concatenation

Taku Komura, Hubert P. H. Shum, Pranjul Yadav, 2009 .

Experience-based rule base generation and adaptation for fuzzy interpolation

Jie Li, Hubert P. H. Shum, Xin Fu, 2016, 2016 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE).

Automatic Musculoskeletal and Neurological Disorder Diagnosis With Relative Joint Displacement From Human Gait

Nauman Aslam, Hubert P. H. Shum, Edmond S. L. Ho, 2018, IEEE Transactions on Neural Systems and Rehabilitation Engineering.

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

Li Yi, Hubert P. H. Shum, Edmond S. L. Ho, 2019, Comput. Animat. Virtual Worlds.

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

Hubert P. H. Shum, Edmond S. L. Ho, Jingtian Zhang, 2019, MIG.

DSPP: Deep Shape and Pose Priors of Humans

Hubert P. H. Shum, Antonio Mucherino, Shanfeng Hu, 2019, MIG.

Occlusion for 3D Object Manipulation with Hands in Augmented Reality

Hubert P. H. Shum, Shigeo Morishima, Qi Feng, 2018 .

Foreword to special section on motion, interactions and games

Hubert P. H. Shum, Edmond S. L. Ho, Marie-Paule Cani, 2020, Comput. Graph..

Biofeedback assessment for older people with balance impairment using a low-cost balance board

Roungsan Chaisricharoen, Hubert P. H. Shum, Surapong Uttama, 2017, 2017 Global Wireless Summit (GWS).

Ergonomics measurements using Kinect with a pose correction framework

Franck Multon, Hubert P. H. Shum, Pierre Plantard, 2016 .

An interactive human morphing system with self-occlusion enhancement

Hubert P. H. Shum, Howard Leung, Zhiguang Liu, 2016, MIG.

Northumbria Research

Hubert P. H. Shum, Edmond S. L. Ho, Dimitrios Sakkos, 2022 .

Filtered pose graph for efficient kinect pose reconstruction

Franck Multon, Hubert P. H. Shum, Pierre Plantard, 2016, Multimedia Tools and Applications.

Human motion variation synthesis with multivariate Gaussian processes

Hubert P. H. Shum, Howard Leung, Lifeng Shang, 2014, Comput. Animat. Virtual Worlds.

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

Hubert P. H. Shum, Takaaki Komura, T. Komura, 2005, IEEE International Conference on Image Processing 2005.

Proceedings of the 32nd International Conference on Computer Animation and Social Agents

Taku Komura, Hubert P. H. Shum, Edmond S. L. Ho, 2019, CASA.

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

Hubert P. H. Shum, Edmond S. L. Ho, Gerhard Fehringer, 2020, IEEE Access.

Depth Sensor-Based Facial and Body Animation Control

Hubert P. H. Shum, Longzhi Yang, Yijun Shen, 2018 .

Real-time physical modelling of character movements with microsoft kinect

Hubert P. H. Shum, Edmond S. L. Ho, 2012, VRST '12.

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

Debotosh Bhattacharjee, Hubert P. H. Shum, Edmond S. L. Ho, 2021, IEEE Transactions on Information Forensics and Security.

Editorial: Special Issue on Machine Vision with Deep Learning

Ling Shao, Hubert P. H. Shum, Timothy Hospedales, 2020, International Journal of Computer Vision.

Automatic dance generation system considering sign language information

Hubert P. H. Shum, Shigeo Morishima, Naoya Iwamoto, 2016, SIGGRAPH Posters.

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

Hubert P. H. Shum, Edmond S. L. Ho, Andreea Stef, 2018, 2018 12th International Conference on Software, Knowledge, Information Management & Applications (SKIMA).

Multiview discriminative marginal metric learning for makeup face verification

Ling Shao, Li Liu, Hubert P. H. Shum, 2019, Neurocomputing.

Emulating human perception of motion similarity

Hubert P. H. Shum, Howard Leung, Jeff K. T. Tang, 2008 .

High-quality compatible triangulations and their application in interactive animation

Hubert P. H. Shum, Howard Leung, Zhiguang Liu, 2018, Comput. Graph..

Machine Learning Algorithms for Network Intrusion Detection

Jie Li, Hubert P. H. Shum, Edmond S. L. Ho, 2018, AI in Cybersecurity.

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

Kamlesh Mistry, Samiran Chattopadhyay, Hubert P. H. Shum, 2020, IEEE Access.

Coordinated Crowd Simulation With Topological Scene Analysis

Taku Komura, Hubert P. H. Shum, Adam Barnett, 2016, Comput. Graph. Forum.

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

Hubert P. H. Shum, Edmond S. L. Ho, Jacky C. P. Chan, 2019, MIG.

Physically-Based Character Control in Low Dimensional Space

Taku Komura, Hubert P. H. Shum, Takaaki Shiratori, 2010, MIG.

Environment-aware real-time crowd control

Taku Komura, Hubert P. H. Shum, Joseph Henry, 2012, SCA '12.

Automatic Sign Dance Synthesis from Gesture-based Sign Language

Hubert P. H. Shum, Shigeo Morishima, Naoya Iwamoto, 2019, MIG.

Manifold Regularized Experimental Design for Active Learning

Ling Shao, Lining Zhang, Hubert P. H. Shum, 2017, IEEE Transactions on Image Processing.

Generating realistic fighting scenes by game tree

Hubert P. H. Shum, Shuntaro Yamazaki, Taku Komura, 2006 .

Sparse metric-based mesh saliency

Xiaohui Liang, Nauman Aslam, Frederick W. B. Li, 2020, Neurocomputing.

Topology Aware Data-Driven Inverse Kinematics

Pong C. Yuen, Hubert P. H. Shum, Edmond S. L. Ho, 2013, Comput. Graph. Forum.

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

Hubert P. H. Shum, Takaaki Komura, 2004, 2004 IEEE International Conference on Multimedia and Expo (ICME) (IEEE Cat. No.04TH8763).

A motion classification approach to fall detection

Nauman Aslam, Hubert P. H. Shum, Shanfeng Hu, 2017, 2017 11th International Conference on Software, Knowledge, Information Management and Applications (SKIMA).

Angular momentum guided motion concatenation

Taku Komura, Hubert P. H. Shum, Pranjul Yadav, 2009, Comput. Animat. Virtual Worlds.

NETIVAR: NETwork Information Visualization based on Augmented Reality

Hubert P. H. Shum, Edmond S. L. Ho, Philip Anderson, 2018, 2018 12th International Conference on Software, Knowledge, Information Management & Applications (SKIMA).

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

Hubert P. H. Shum, Edmond S. L. Ho, Qi Feng, 2021, The Visual Computer.

Towards sparse rule base generation for fuzzy rule interpolation

Jie Li, Hubert P. H. Shum, Fei Chao, 2016, 2016 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE).

Human action recognition via skeletal and depth based feature fusion

Meng Li, Hubert P. H. Shum, Howard Leung, 2016, MIG.

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

Pong C. Yuen, Hubert P. H. Shum, Edmond S. L. Ho, 2016, Comput. Vis. Image Underst..

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

Hubert P. H. Shum, Shigeo Morishima, Kenta Hara, 2017, ACE.

Patient Assessment Assistant Using Augmented Reality

Hubert P. H. Shum, Edmond S. L. Ho, Longzhi Yang, 2018 .

Posture reconstruction using Kinect with a probabilistic model

Hubert P. H. Shum, Howard Leung, Zhiguang Liu, 2014, VRST '14.

Foreground-aware dense depth estimation for 360 images

Hubert P. H. Shum, Shigeo Morishima, Ryo Shimamura, 2020 .

High Quality Compatible Triangulations for Planar Shape Animation

Franck Multon, Hubert P. H. Shum, Howard Leung, 2017 .

Temporal clustering of motion capture data with optimal partitioning

Nauman Aslam, Hubert P. H. Shum, Yang Yang, 2016, VRCAI.

Unifying Person and Vehicle Re-Identification

Nauman Aslam, Hubert P. H. Shum, Edmond S. L. Ho, 2020, IEEE Access.

A new method to evaluate the dynamic air gap thickness and garment sliding of virtual clothes during walking

Taku Komura, Nauman Aslam, Hubert P. H. Shum, 2019, Textile Research Journal.

Proceedings of the 29th International Conference on Computer Animation and Social Agents

Taku Komura, Hubert P. H. Shum, Edmond S. L. Ho, 2013 .

Proceedings of the ACM SIGGRAPH/Eurographics Symposium on Computer Animation

Taku Komura, Hubert P. H. Shum, Joseph Henry, 2012, SCA 2012.

Preparation behaviour synthesis with reinforcement learning

Taku Komura, Franck Multon, Hubert P. H. Shum, 2013 .

A Quadruple Diffusion Convolutional Recurrent Network for Human Motion Prediction

Hubert P. H. Shum, Edmond S. L. Ho, Howard Leung, 2021, IEEE Transactions on Circuits and Systems for Video Technology.

Curvature-based sparse rule base generation for fuzzy rule interpolation

Hubert P. H. Shum, Fei Chao, Longzhi Yang, 2019, J. Intell. Fuzzy Syst..

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

Nauman Aslam, Hubert P. H. Shum, Edmond S. L. Ho, 2020, Comput. Vis. Image Underst..

High quality compatible triangulations for 2D shape morphing

Hubert P. H. Shum, Howard Leung, Zhiguang Liu, 2015, VRST.

Spoofing detection on hand images using quality assessment pdf

Mita Nasipuri, Debotosh Bhattacharjee, Hubert P. H. Shum, 2021, Multimedia Tools and Applications.

Interpreting Deep Learning based Cerebral Palsy Prediction with Channel Attention

Hubert P. H. Shum, Edmond S. L. Ho, Howard Leung, 2021, 2021 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI).

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

Hubert P. H. Shum, Edmond S. L. Ho, Luca Crosato, 2021, 2021 IEEE 2nd International Conference on Human-Machine Systems (ICHMS).

Formation Control for UAVs Using a Flux Guided Approach pdf

Hubert P. H. Shum, Edmond S. L. Ho, Subramanian Ramamoorthy, 2021, ArXiv.

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

Hubert P. H. Shum, Qianhui Men, Ben A. Rainbow, 2021, 2021 IEEE International Conference on Systems, Man, and Cybernetics (SMC).

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

Hubert P. H. Shum, Edmond S. L. Ho, Howard Leung, 2021, 2020 25th International Conference on Pattern Recognition (ICPR).

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

Debotosh Bhattacharjee, Hubert P. H. Shum, Asish Bera, 2021, Expert Syst. Appl..

GAN-based Reactive Motion Synthesis with Class-aware Discriminators for Human-human Interaction pdf

Hubert P. H. Shum, Edmond S. L. Ho, Howard Leung, 2021, Comput. Graph..

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

Toby P. Breckon, Hubert P. H. Shum, Chris G. Willcocks, 2021, 2021 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW).

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

Ling Shao, Lining Zhang, Hubert P. H. Shum, 2016, 2016 IEEE International Conference on Robotics and Automation (ICRA).

Synthesizing Motion with Relative Emotion Strength

Hubert P. H. Shum, Edmond S. L. Ho, Li Yi, 2017 .

Multi‐task deep learning with optical flow features for self‐driving cars

Hubert P. H. Shum, Edmond S. L. Ho, Yuan Hu, 2020, IET Intelligent Transport Systems.

Interaction Patches for MultiCharacter Animation

Hubert P. H. Shum, T. Komura, 2008 .

Cerebral Palsy Prediction with Frequency Attention Informed Graph Convolutional Networks

Hubert P. H. Shum, Edmond S. L. Ho, Hao Zhang, 2022, 2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC).

Geometric Features Informed Multi-person Human-object Interaction Recognition in Videos

Frederick W. B. Li, Hubert P. H. Shum, S. Morishima, 2022, ECCV.

CP-AGCN: Pytorch-based Attention Informed Graph Convolutional Network for Identifying Infants at Risk of Cerebral Palsy

Hubert P. H. Shum, Edmond S. L. Ho, Hao Zhang, 2022, Softw. Impacts.

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

Hubert P. H. Shum, Edmond S. L. Ho, Hao Zhang, 2022, MICCAI.

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

Hubert P. H. Shum, Chris G. Willcocks, Brian K. S. Isaac-Medina, 2021, 2021 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW).

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

Hubert P. H. Shum, G. Koulieris, Ziyi Chang, 2022, VRST.

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

Hubert P. H. Shum, Edmond S. L. Ho, D. Sainsbury, 2022, 2022 IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI).

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

Hubert P. H. Shum, Edmond S. L. Ho, Chongfeng Wei, 2022, IEEE Transactions on Intelligent Vehicles.

Denoising Diffusion Probabilistic Models for Styled Walking Synthesis

Hubert P. H. Shum, Hao Zhang, Ziyi Chang, 2022, ArXiv.

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

Hubert P. H. Shum, T. Breckon, Li Li, 2023, ArXiv.

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

Hubert P. H. Shum, T. Breckon, K. Ismail, 2021, 2021 International Conference on 3D Vision (3DV).

Formation Control for UAVs Using a Flux Guided Approach

Hubert P. H. Shum, Edmond S. L. Ho, S. Ramamoorthy, 2021, Expert systems with applications.

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

Hubert P. H. Shum, Hao Zhang, Ziyi Chang, 2022, VISIGRAPP.

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

Hubert P. H. Shum, Chris G. Willcocks, Abril Corona-Figueroa, 2022, 2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC).

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

Toby P. Breckon, Hubert P. H. Shum, Shanfeng Hu, 2021, VISIGRAPP.

A Pose-Based Feature Fusion and Classification Framework for the Early Prediction of Cerebral Palsy in Infants

Hubert P. H. Shum, Edmond S. L. Ho, Kevin D. McCay, 2021, IEEE Transactions on Neural Systems and Rehabilitation Engineering.

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

Frederick W. B. Li, Hubert P. H. Shum, Kanglei Zhou, 2023, IEEE Transactions on Visualization and Computer Graphics.

Validation of an ergonomic assessment method using Kinect data in real workplace conditions.

Franck Multon, Hubert P. H. Shum, Hubert P H Shum, 2017, Applied ergonomics.

Cerebral Palsy Prediction with Frequency Attention Informed Graph Convolutional Networks

Hubert P. H. Shum, Edmond S. L. Ho, Hao Zhang, 2022, 2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC).

Shape-constrained flock animation

Yizhou Yu, Hubert P. H. Shum, Xiaogang Jin, 2008 .

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

Hubert P. H. Shum, Qi Feng, Shigeo Morishima, 2020, Comput. Animat. Virtual Worlds.

Stable Hand Pose Estimation under Tremor via Graph Neural Network

Frederick W. B. Li, Hubert P. H. Shum, Jiaying Chen, 2021, 2021 IEEE Virtual Reality and 3D User Interfaces (VR).

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

Hubert P. H. Shum, Edmond S. L. Ho, Dimitrios Sakkos, 2020, J. Enterp. Inf. Manag..

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

Frederick W. B. Li, Hubert P. H. Shum, Hubert P. H. Shum, 2021, 2021 IEEE International Symposium on Mixed and Augmented Reality (ISMAR).

RobIn: A Robust Interpretable Deep Network for Schizophrenia Diagnosis

Hubert P. H. Shum, W. L. Woo, E. Nwoye, 2022, Expert Syst. Appl..

Interaction-Based Human Activity Comparison

Hubert P. H. Shum, Edmond S. L. Ho, Longzhi Yang, 2020, IEEE Transactions on Visualization and Computer Graphics.

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

Hubert P. H. Shum, Qianhui Men, 2021, Softw. Impacts.

Facial reshaping operator for controllable face beautification

Xiaohui Liang, Nauman Aslam, Frederick W. B. Li, 2020, Expert Syst. Appl..

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

Hubert P. H. Shum, He Wang, Guoan Yang, 2023, ArXiv.

Towards Graph Representation Learning Based Surgical Workflow Anticipation

Hubert P. H. Shum, Xiatian Zhang, N. A. Moubayed, 2022, 2022 IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI).

Focalized Contrastive View-invariant Learning for Self-supervised Skeleton-based Action Recognition

Hubert P. H. Shum, Edmond S. L. Ho, Howard Leung, 2023, Neurocomputing.

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

Hubert P. H. Shum, Edmond S. L. Ho, Luca Crosato, 2023, Advanced Intelligent Systems.

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

Hubert P. H. Shum, Chris G. Willcocks, T. Breckon, 2023, 2023 IEEE/CVF International Conference on Computer Vision (ICCV).

U3DS3: Unsupervised 3D Semantic Scene Segmentation

Hubert P. H. Shum, T. Breckon, Jiaxu Liu, 2023, ArXiv.

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

Hubert P. H. Shum, S. Morishima, Qi Feng, 2023, 2023 IEEE International Symposium on Mixed and Augmented Reality (ISMAR).

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

Hubert P. H. Shum, Edmond S. L. Ho, D. Bhattacharjee, 2021, IEEE Transactions on Information Forensics and Security.

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

Hubert P. H. Shum, Howard Leung, Zhiguang Liu, 2016, IEEE Transactions on Visualization and Computer Graphics.

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

Hubert P. H. Shum, Shuang Chen, Amir Atapour-Abarghouei, 2024, IEEE Transactions on Multimedia.

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

Hubert P. H. Shum, Ruochen Li, Stamos Katsigiannis, 2022, 2022 IEEE International Conference on Image Processing (ICIP).

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

Hubert P. H. Shum, Tanqiu Qiao, Ruochen Li, 2024, 2407.00917.

Geometric Features Enhanced Human-Object Interaction Detection

Hubert P. H. Shum, Edmond S. L. Ho, Shuang Chen, 2024, IEEE Transactions on Instrumentation and Measurement.