Publications [ selected | full ]
Geometric Features Enhanced Human-Object Interaction Detection
journal
by Manli Zhu, Edmond S. L. Ho, Shuang Chen, Longzhi Yang and Hubert P. H. Shum
IEEE Transactions on Instrumentation and Measurement,
accepted, 2024.
AlignBodyNet: Deep Learning-based Alignment of Non-overlapping Partial Body Point Clouds from a Single Depth Camera
journal
by Pengpeng Hu, Edmond S. L. Ho and Adrian Munteanu
IEEE Transactions on Instrumentation and Measurement,
vol 72, pp. 1-9, Jan 2023.
Interaction-aware Decision-making for Automated Vehicles using Social Value Orientation
journal
by Luca Crosato, Hubert P. H. Shum, Edmond S. L. Ho, Chongfeng Wei
IEEE Transactions on Intelligent Vehicles,
vol. 8(2), pp. 1339-1349, Feb 2023.
Focalized contrastive view-invariant learning for self-supervised skeleton-based action recognition
journal
by Qianhui Men, Edmond S. L. Ho, Hubert P. H. Shum and Howard Leung
Neurocomputing,
vol. 537, pp. 198-209, Jun 2023.
Social Interaction-Aware Dynamical Models and Decision Making for Autonomous Vehicles
journal
by Luca Crosato, Kai Tian, Hubert P. H Shum, Edmond S. L. Ho, Yafei Wang and Chongfeng Wei
Advanced Intelligent Systems,
accepted, 2023.
A Pose-based Feature Fusion and Classification Framework for the Early Prediction of Cerebral Palsy in Infants
journal
by Kevin D. McCay, Pengpeng Hu, Hubert P. H. Shum, Wai Lok Woo, Claire Marcroft, Nicholas D. Embleton, Adrian Munteanu and Edmond S. L. Ho
IEEE Transactions on Neural Systems and Rehabilitation Engineering,
vol 30, pp. 8-19, Jan 2022.
3DBodyNet: Fast Reconstruction of 3D Animatable Human Body Shape from a Single Commodity Depth Camera
journal
by Pengpeng Hu, Edmond S. L. Ho and Adrian Munteanu
IEEE Transactions on Multimedia,
vol 24, pp. 2139-2149, Apr 2022.
Pose-based Tremor Classification for Parkinson’s Disease Diagnosis from Video
conference
by Haozheng Zhang, Edmond S. L. Ho, Xiatian Zhang and Hubert P. H. Shum
Proceedings of the 2022 International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI),
pp. 489–499, Sept 2022.
Interaction Mix and Match: Synthesizing Close Interaction using Conditional Hierarchical GAN with Multi-Hot Class Embedding
journal
by Aman Goel, Qianhui Men and Edmond S. L. Ho
Computer Graphics Forum (Proceedings of SCA 2022),
vol 41(8), Sept 2022.
LMZMPM: Local Modified Zernike Moment Per-unit Mass for Robust Heterogeneous Face Recognition
journal
by Arindam Kar, Pinaki Prasad Guha Neogi, Arghya Chakraborty, Debotosh Bhattacharjee, Edmond S. L. Ho and Hubert P. H. Shum
IEEE Transactions on Information Forensics and Security,
vol 16(1), pp. 495-509, Dec 2021.
A Multi-tier Deep Learning Model for Arrhythmia Detection
journal
by Mohamed Hammad, Abdullah M Iliyasu, Abdulhamit Subasi, Edmond S. L. Ho and Ahmed A. Abd El-Latif
IEEE Transactions on Instrumentation & Measurement,
vol 70, pp. 1-9, 2021.
A Quadruple Diffusion Convolutional Recurrent Network for Human Motion Prediction
journal
by Qianhui Men, Edmond S. L. Ho, Hubert P. H. Shum and Howard Leung
IEEE Transactions on Circuits and Systems for Video Technology,
vol 31(9), pp. 3417-3432, Sept 2021.
Spatio-temporal Manifold Learning for Human Motions via Long-horizon Modeling
journal
by He Wang, Edmond S. L. Ho, Hubert P. H. Shum and Zhanxing Zhu
IEEE Transactions on Visualization and Computer Graphics,
vol 27(1), pp. 216-227, Jan 2021.
Interaction-based Human Activity Comparison
journal
by Yijun Shen, Longzhi Yang, Edmond S. L. Ho and Hubert P. H. Shum
IEEE Transactions on Visualization and Computer Graphics,
vol 26(8), pp. 2620-2633, Aug 2020.
A Sampling Approach to Generating Closely Interacting 3D Pose-pairs from 2D Annotations
journal
by Kangxue Yin, Hui Huang, Edmond S. L. Ho, Hao Wang, Taku Komura, Daniel Cohen-Or and Hao Zhang
IEEE Transactions on Visualization and Computer Graphics,
vol 25(6), pp. 2387-2396, June 2019.
Automatic Musculoskeletal and Neurological Disorder Diagnosis with Relative Joint Displacement from Human Gait
journal
by Worasak Rueangsirarak, Jingtian Zhang, Nauman Aslam, Edmond S. L. Ho, Hubert P. H. Shum
IEEE Transactions on Neural Systems and Rehabilitation Engineering,
vol 26(12), pp. 2387-2396, Dec 2018.
Data-Driven Crowd Motion Control with Multi-touch Gestures
journal
by Yijun Shen, Joseph Henry, He Wang, Edmond S. L. Ho, Taku Komura, Hubert P. H. Shum
Computer Graphics Forum (CGF),
vol 37(6), pp. 382-394, Sept 2018.
Improving Posture Classification Accuracy for Depth Sensor-based Human Activity Monitoring in Smart Environments
journal
by Edmond S. L. Ho, Jacky C. P. Chan, Donald C. K. Chan, Hubert P. H. Shum, Yiu-ming Cheung, Pong C. Yuen
Computer Vision and Image Understanding,
vol 148, pp. 97-110, July 2016.
An Energy-driven Motion Planning Method for Two Distant Postures
journal
by He Wang, Edmond S. L. Ho, Taku Komura
IEEE Transactions on Visualization and Computer Graphics,
vol 21(1), Jan 2015.
Topology Aware Data-Driven Inverse Kinematics
journal
by Edmond S. L. Ho, Hubert P. H. Shum, Yiu-ming Cheung, P. C. Yuen
Computer Graphics Forum (Proceedings of Pacific Graphics 2013),
vol 32(7), Oct 2013.
Real-Time Posture Reconstruction for Microsoft Kinect
journal
by Hubert P. H. Shum, Edmond S. L. Ho, Yang Jiang, Shu Takagi
IEEE Transactions on Cybernetics (TCyb) (formerly known as IEEE Transactions on Systems, Man, and Cybernetics - Part B Cybernetics),
vol 43(5), Oct 2013.
Interactive Partner Control in Close Interactions for Real-time Applications
journal
by Edmond S. L. Ho, Jacky C. P. Chan, Taku Komura, Howard Leung
ACM Transactions on Multimedia Computing, Communications and Applications,
vol 9(3), June 2013.
Spatial Relationship Preserving Character Motion Adaptation
journal
by Edmond S. L. Ho, Taku Komura, Chiew-Lan Tai
ACM Transactions on Graphics (Proceedings of SIGGRAPH 2010),
vol 29(4), July 2010.
Indexing and Retrieving Motions of Characters in Close Contact
journal
by Edmond S. L. Ho and Taku Komura
IEEE Transactions on Visualization and Computer Graphics,
vol 15(3), May/June 2009.
Character Motion Synthesis by Topology Coordinates
journal
by Edmond S. L. Ho and Taku Komura
Computer Graphics Forum (Proceedings of Eurographics 2009),
vol 28(2), Mar 2009.