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Hubert Pak Ho Shum – Hubert Shum
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Books and Theses
- 2010
[b1]Hubert Pak Ho Shum:
Simulating interactions among multiple characters. University of Edinburgh, UK, 2010
Journal Articles
- 2024
- [j65]Luca Crosato, Kai Tian, Hubert P. H. Shum, Edmond S. L. Ho, Yafei Wang, Chongfeng Wei:
Social Interaction-Aware Dynamical Models and Decision-Making for Autonomous Vehicles. Adv. Intell. Syst. 6(3) (2024) - [j64]Shuang Chen, Amir Atapour-Abarghouei, Hubert P. H. Shum:
HINT: High-Quality INpainting Transformer With Mask-Aware Encoding and Enhanced Attention. IEEE Trans. Multim. 26: 7649-7660 (2024) - 2023
- [j63]Qianhui Men
, Edmond S. L. Ho, Hubert P. H. Shum, Howard Leung:
Focalized contrastive view-invariant learning for self-supervised skeleton-based action recognition. Neurocomputing 537: 198-209 (2023) - [j62]Dimitrios Sakkos, Edmond S. L. Ho, Hubert P. H. Shum, Garry Elvin:
Image editing-based data augmentation for illumination-insensitive background subtraction. J. Enterp. Inf. Manag. 36(3): 818-838 (2023) - [j61]Shuang Chen, Amir Atapour-Abarghouei, Edmond S. L. Ho, Hubert P. H. Shum:
INCLG: Inpainting for non-cleft lip generation with a multi-task image processing network. Softw. Impacts 17: 100517 (2023) - [j60]Kanglei Zhou, Yue Ma, Hubert P. H. Shum, Xiaohui Liang:
Hierarchical Graph Convolutional Networks for Action Quality Assessment. IEEE Trans. Circuits Syst. Video Technol. 33(12): 7749-7763 (2023) - [j59]Luca Crosato, Hubert P. H. Shum, Edmond S. L. Ho, Chongfeng Wei:
Interaction-Aware Decision-Making for Automated Vehicles Using Social Value Orientation. IEEE Trans. Intell. Veh. 8(2): 1339-1349 (2023) - [j58]Kanglei Zhou, Ruizhi Cai, Yue Ma, Qingqing Tan, Xinning Wang, Jianguo Li, Hubert P. H. Shum, Frederick W. B. Li, Song Jin, Xiaohui Liang:
A Video-Based Augmented Reality System for Human-in-the-Loop Muscle Strength Assessment of Juvenile Dermatomyositis. IEEE Trans. Vis. Comput. Graph. 29(5): 2456-2466 (2023) - 2022
- [j57]Qianhui Men, Hubert P. H. Shum, Edmond S. L. Ho, Howard Leung:
GAN-based reactive motion synthesis with class-aware discriminators for human-human interaction. Comput. Graph. 102: 634-645 (2022) - [j56]Daniel Organisciak, Hubert P. H. Shum, Ephraim Nwoye, Wai Lok Woo:
RobIn: A robust interpretable deep network for schizophrenia diagnosis. Expert Syst. Appl. 201: 117158 (2022) - [j55]John Hartley, Hubert P. H. Shum, Edmond S. L. Ho, He Wang, Subramanian Ramamoorthy:
Formation control for UAVs using a Flux Guided approach. Expert Syst. Appl. 205: 117665 (2022) - [j54]Manli Zhu, Qianhui Men, Edmond S. L. Ho, Howard Leung, Hubert P. H. Shum:
A Two-stream Convolutional Network for Musculoskeletal and Neurological Disorders Prediction. J. Medical Syst. 46(11): 76 (2022) - [j53]Qianhui Men, Hubert P. H. Shum:
PyTorch-based implementation of label-aware graph representation for multi-class trajectory prediction. Softw. Impacts 11: 100201 (2022) - [j52]Haozheng Zhang, Edmond S. L. Ho, Hubert P. H. Shum:
CP-AGCN: Pytorch-based attention informed graph convolutional network for identifying infants at risk of cerebral palsy. Softw. Impacts 14: 100419 (2022) - [j51]Naoki Nozawa, Hubert P. H. Shum, Qi Feng, Edmond S. L. Ho, Shigeo Morishima:
3D car shape reconstruction from a contour sketch using GAN and lazy learning. Vis. Comput. 38(4): 1317-1330 (2022) - 2021
- [j50]Shanfeng Hu, Hubert P. H. Shum, Xiaohui Liang, Frederick W. B. Li, Nauman Aslam:
Facial reshaping operator for controllable face beautification. Expert Syst. Appl. 167: 114067 (2021) - [j49]Asish Bera, Debotosh Bhattacharjee, Hubert P. H. Shum:
Two-stage human verification using HandCAPTCHA and anti-spoofed finger biometrics with feature selection. Expert Syst. Appl. 171: 114583 (2021) - [j48]Asish Bera, Ratnadeep Dey, Debotosh Bhattacharjee, Mita Nasipuri, Hubert P. H. Shum:
Spoofing detection on hand images using quality assessment. Multim. Tools Appl. 80(19): 28603-28626 (2021) - [j47]Qianhui Men, Edmond S. L. Ho, Hubert P. H. Shum, Howard Leung:
A Quadruple Diffusion Convolutional Recurrent Network for Human Motion Prediction. IEEE Trans. Circuits Syst. Video Technol. 31(9): 3417-3432 (2021) - [j46]Arindam Kar, Sourav Pramanik, Arghya Chakraborty, Debotosh Bhattacharjee, Edmond S. L. Ho, Hubert P. H. Shum:
LMZMPM: Local Modified Zernike Moment Per-Unit Mass for Robust Human Face Recognition. IEEE Trans. Inf. Forensics Secur. 16: 495-509 (2021) - [j45]He Wang, Edmond S. L. Ho, Hubert P. H. Shum, Zhanxing Zhu:
Spatio-Temporal Manifold Learning for Human Motions via Long-Horizon Modeling. IEEE Trans. Vis. Comput. Graph. 27(1): 216-227 (2021) - 2020
- [j44]Kevin D. McCay, Edmond S. L. Ho, Hubert P. H. Shum, Gerhard Fehringer, Claire Marcroft, Nicholas D. Embleton:
Abnormal Infant Movements Classification With Deep Learning on Pose-Based Features. IEEE Access 8: 51582-51592 (2020) - [j43]Daniel Organisciak, Dimitrios Sakkos, Edmond S. L. Ho, Nauman Aslam, Hubert P. H. Shum:
Unifying Person and Vehicle Re-Identification. IEEE Access 8: 115673-115684 (2020) - [j42]Munmun Bhattacharya, Sandip Roy, Kamlesh Mistry, Hubert P. H. Shum, Samiran Chattopadhyay:
A Privacy-Preserving Efficient Location-Sharing Scheme for Mobile Online Social Network Applications. IEEE Access 8: 221330-221351 (2020) - [j41]Muhammad Zeeshan Baig, Nauman Aslam, Hubert P. H. Shum:
Filtering techniques for channel selection in motor imagery EEG applications: a survey. Artif. Intell. Rev. 53(2): 1207-1232 (2020) - [j40]Marie-Paule Cani, Edmond S. L. Ho, Tiberiu Popa, Hubert P. H. Shum:
Foreword to special section on motion, interactions and games. Comput. Graph. 89: 4- (2020) - [j39]Zili Zhang, Yue Ma, Yunfei Li, Frederick W. B. Li, Hubert P. H. Shum, Bailin Yang, Jing Guo, Xiaohui Liang:
Cumuliform cloud formation control using parameter-predicting convolutional neural network. Graph. Model. 111: 101083 (2020) - [j38]Ying Huang, Hubert P. H. Shum, Edmond S. L. Ho, Nauman Aslam:
High-speed multi-person pose estimation with deep feature transfer. Comput. Vis. Image Underst. 197-198: 103010 (2020) - [j37]Ling Shao, Hubert P. H. Shum, Timothy M. Hospedales:
Editorial: Special Issue on Machine Vision with Deep Learning. Int. J. Comput. Vis. 128(4): 771-772 (2020) - [j36]Shanfeng Hu, Xiaohui Liang, Hubert P. H. Shum, Frederick W. B. Li, Nauman Aslam:
Sparse metric-based mesh saliency. Neurocomputing 400: 11-23 (2020) - [j35]Qi Feng, Hubert P. H. Shum, Shigeo Morishima:
Resolving hand-object occlusion for mixed reality with joint deep learning and model optimization. Comput. Animat. Virtual Worlds 31(4-5) (2020) - [j34]Qi Feng, Hubert P. H. Shum, Ryo Shimamura, Shigeo Morishima:
Foreground-aware Dense Depth Estimation for 360 Images. J. WSCG 28(1-2): 79-88 (2020) - [j33]Shanfeng Hu, Hubert P. H. Shum, Nauman Aslam, Frederick W. B. Li, Xiaohui Liang:
A Unified Deep Metric Representation for Mesh Saliency Detection and Non-Rigid Shape Matching. IEEE Trans. Multim. 22(9): 2278-2292 (2020) - [j32]Yijun Shen, Longzhi Yang, Edmond S. L. Ho, Hubert P. H. Shum:
Interaction-Based Human Activity Comparison. IEEE Trans. Vis. Comput. Graph. 26(8): 2620-2633 (2020) - 2019
- [j31]Dimitrios Sakkos, Edmond S. L. Ho, Hubert P. H. Shum:
Illumination-Aware Multi-Task GANs for Foreground Segmentation. IEEE Access 7: 10976-10986 (2019) - [j30]Subhas Barman, Hubert P. H. Shum, Samiran Chattopadhyay, Debasis Samanta:
A Secure Authentication Protocol for Multi-Server-Based E-Healthcare Using a Fuzzy Commitment Scheme. IEEE Access 7: 12557-12574 (2019) - [j29]Shoujiang Xu, Edmond S. L. Ho, Hubert P. H. Shum:
A Hybrid metaheuristic Navigation Algorithm for robot Path rolling Planning in an unknown Environment. Mechatron. Syst. Control. 47(4) (2019) - [j28]Lining Zhang, Hubert P. H. Shum, Li Liu, Guodong Guo, Ling Shao:
Multiview discriminative marginal metric learning for makeup face verification. Neurocomputing 333: 339-350 (2019) - [j27]Yao Tan, Hubert P. H. Shum, Fei Chao, V. Vijayakumar, Longzhi Yang:
Curvature-based sparse rule base generation for fuzzy rule interpolation. J. Intell. Fuzzy Syst. 36(5): 4201-4214 (2019) - [j26]Jacky C. P. Chan, Hubert P. H. Shum, He Wang, Li Yi, Wei Wei, Edmond S. L. Ho:
A generic framework for editing and synthesizing multimodal data with relative emotion strength. Comput. Animat. Virtual Worlds 30(6) (2019) - [j25]Daniel Organisciak, Chirine Riachy, Nauman Aslam, Hubert P. H. Shum:
Triplet Loss with Channel Attention for Person Re-identification. J. WSCG 27(2) (2019) - 2018
- [j24]Zhiguang Liu, Liuyang Zhou, Howard Leung, Hubert P. H. Shum:
High-quality compatible triangulations and their application in interactive animation. Comput. Graph. 76: 60-72 (2018) - [j23]Yijun Shen, Joseph Henry, He Wang, Edmond S. L. Ho, Taku Komura, Hubert P. H. Shum:
Data-Driven Crowd Motion Control With Multi-Touch Gestures. Comput. Graph. Forum 37(6): 382-394 (2018) - [j22]Jingtian Zhang, Hubert P. H. Shum, Jungong Han, Ling Shao:
Action Recognition From Arbitrary Views Using Transferable Dictionary Learning. IEEE Trans. Image Process. 27(10): 4709-4723 (2018) - [j21]Yang Yang, Howard Leung, Hubert P. H. Shum, Jiao Li, Lanling Zeng, Nauman Aslam, Zhigeng Pan:
CCESK: A Chinese Character Educational System Based on Kinect. IEEE Trans. Learn. Technol. 11(3): 342-347 (2018) - 2017
- [j20]Yijun Shen, He Wang, Edmond S. L. Ho, Longzhi Yang, Hubert P. H. Shum:
Posture-based and action-based graphs for boxing skill visualization. Comput. Graph. 69: 104-115 (2017) - [j19]Hubert P. H. Shum, Michael Neff, Ronan Boulic:
Foreword to the Special Section on Motion in Games 2016. Comput. Graph. 69: A3-A4 (2017) - [j18]Muhammad Zeeshan Baig, Nauman Aslam, Hubert P. H. Shum, Li Zhang:
Differential evolution algorithm as a tool for optimal feature subset selection in motor imagery EEG. Expert Syst. Appl. 90: 184-195 (2017) - [j17]Pierre Plantard, Hubert P. H. Shum, Franck Multon:
Filtered pose graph for efficient kinect pose reconstruction. Multim. Tools Appl. 76(3): 4291-4312 (2017) - [j16]Lining Zhang, Hubert P. H. Shum, Ling Shao:
Manifold Regularized Experimental Design for Active Learning. IEEE Trans. Image Process. 26(2): 969-981 (2017) - 2016
- [j15]Adam Barnett, Hubert P. H. Shum, Taku Komura:
Coordinated Crowd Simulation With Topological Scene Analysis. Comput. Graph. Forum 35(6): 120-132 (2016) - [j14]Edmond S. L. Ho, Jacky C. P. Chan, Donald C. K. Chan, Hubert P. H. Shum, Yiu-ming Cheung, Pong C. Yuen:
Improving posture classification accuracy for depth sensor-based human activity monitoring in smart environments. Comput. Vis. Image Underst. 148: 97-110 (2016) - [j13]Lining Zhang, Hubert P. H. Shum, Ling Shao:
Discriminative Semantic Subspace Analysis for Relevance Feedback. IEEE Trans. Image Process. 25(3): 1275-1287 (2016) - [j12]Zhiguang Liu, Liuyang Zhou, Howard Leung, Hubert P. H. Shum:
Kinect Posture Reconstruction Based on a Local Mixture of Gaussian Process Models. IEEE Trans. Vis. Comput. Graph. 22(11): 2437-2450 (2016) - 2015
- [j11]Naoya Iwamoto, Hubert P. H. Shum, Longzhi Yang, Shigeo Morishima:
Multi-layer Lattice Model for Real-Time Dynamic Character Deformation. Comput. Graph. Forum 34(7): 99-109 (2015) - 2014
- [j10]Liuyang Zhou, Lifeng Shang, Hubert P. H. Shum, Howard Leung:
Human motion variation synthesis with multivariate Gaussian processes. Comput. Animat. Virtual Worlds 25(3-4): 303-311 (2014) - [j9]Hubert P. H. Shum, Ludovic Hoyet, Edmond S. L. Ho, Taku Komura, Franck Multon:
Natural preparation behavior synthesis. Comput. Animat. Virtual Worlds 25(5-6): 531-542 (2014) - [j8]Joseph Henry, Hubert P. H. Shum, Taku Komura:
Interactive Formation Control in Complex Environments. IEEE Trans. Vis. Comput. Graph. 20(2): 211-222 (2014) - 2013
- [j7]Edmond S. L. Ho, Hubert P. H. Shum, Yiu-ming Cheung, Pong C. Yuen:
Topology Aware Data-Driven Inverse Kinematics. Comput. Graph. Forum 32(7): 61-70 (2013) - [j6]Hubert P. H. Shum, Edmond S. L. Ho, Yang Jiang, Shu Takagi:
Real-Time Posture Reconstruction for Microsoft Kinect. IEEE Trans. Cybern. 43(5): 1357-1369 (2013) - 2012
- [j5]Hubert Pak Ho Shum, Taku Komura, Shuntaro Yamazaki:
Simulating Multiple Character Interactions with Collaborative and Adversarial Goals. IEEE Trans. Vis. Comput. Graph. 18(5): 741-752 (2012) - 2011
- [j4]Hubert P. H. Shum, Taku Komura, Shu Takagi:
Fast Accelerometer-Based Motion Recognition with a Dual Buffer Framework. Int. J. Virtual Real. 10(3): 17-24 (2011) - 2009
- [j3]Hubert P. H. Shum, Taku Komura, Pranjul Yadav:
Angular momentum guided motion concatenation. Comput. Animat. Virtual Worlds 20(2-3): 385-394 (2009) - 2008
- [j2]Jeff K. T. Tang, Howard Leung, Taku Komura, Hubert P. H. Shum:
Emulating human perception of motion similarity. Comput. Animat. Virtual Worlds 19(3-4): 211-221 (2008) - [j1]Hubert P. H. Shum, Taku Komura, Masashi Shiraishi, Shuntaro Yamazaki:
Interaction patches for multi-character animation. ACM Trans. Graph. 27(5): 114 (2008)
Conference and Workshop Papers
- 2024
- [c67]Luca Crosato, Chongfeng Wei, Edmond S. L. Ho, Hubert P. H. Shum, Yuzhu Sun:
A Virtual Reality Framework for Human-Driver Interaction Research: Safe and Cost-Effective Data Collection. HRI 2024: 167-174 - [c66]Jiaxu Liu, Zhengdi Yu, Toby P. Breckon, Hubert P. H. Shum:
U3DS3: Unsupervised 3D Semantic Scene Segmentation. WACV 2024: 3747-3756 - 2023
- [c65]Yona Falinie A. Gaus, Neelanjan Bhowmik, Brian K. S. Isaac-Medina, Hubert P. H. Shum, Amir Atapour-Abarghouei, Toby P. Breckon:
Region-based Appearance and Flow Characteristics for Anomaly Detection in Infrared Surveillance Imagery. CVPR Workshops 2023: 2995-3005 - [c64]Li Li, Hubert P. H. Shum, Toby P. Breckon:
Less is More: Reducing Task and Model Complexity for 3D Point Cloud Semantic Segmentation. CVPR 2023: 9361-9371 - [c63]Ziyi Chang, Edmund J. C. Findlay, Haozheng Zhang, Hubert P. H. Shum:
Unifying Human Motion Synthesis and Style Transfer with Denoising Diffusion Probabilistic Models. VISIGRAPP (1: GRAPP) 2023: 64-74 - [c62]Zhengzhi Lu, He Wang, Ziyi Chang, Guoan Yang, Hubert P. H. Shum:
Hard No-Box Adversarial Attack on Skeleton-Based Human Action Recognition with Skeleton-Motion-Informed Gradient. ICCV 2023: 4574-4583 - [c61]Abril Corona-Figueroa, Sam Bond-Taylor, Neelanjan Bhowmik, Yona Falinie A. Gaus, Toby P. Breckon, Hubert P. H. Shum, Chris G. Willcocks:
Unaligned 2D to 3D Translation with Conditional Vector-Quantized Code Diffusion using Transformers. ICCV 2023: 14539-14548 - [c60]Xiatian Zhang, Sisi Zheng, Hubert P. H. Shum, Haozheng Zhang, Nan Song, Mingkang Song, Hongxiao Jia:
Correlation-Distance Graph Learning for Treatment Response Prediction from rs-fMRI. ICONIP (9) 2023: 298-312 - [c59]Kanglei Zhou, Chen Chen, Yue Ma, Zhiying Leng, Hubert P. H. Shum, Frederick W. B. Li, Xiaohui Liang:
A Mixed Reality Training System for Hand-Object Interaction in Simulated Microgravity Environments. ISMAR 2023: 167-176 - [c58]Qi Feng, Hubert P. H. Shum, Shigeo Morishima:
Enhancing Perception and Immersion in Pre-Captured Environments through Learning-Based Eye Height Adaptation. ISMAR 2023: 405-414 - [c57]Mridula Vijendran, Frederick W. B. Li, Hubert P. H. Shum:
Tackling Data Bias in Painting Classification with Style Transfer. VISIGRAPP (5: VISAPP) 2023: 250-261 - 2022
- [c56]Shuang Chen, Amir Atapour-Abarghouei, Jane Kerby, Edmond S. L. Ho, David C. G. Sainsbury, Sophie Butterworth, Hubert P. H. Shum:
A Feasibility Study on Image Inpainting for Non-cleft Lip Generation from Patients with Cleft Lip. BHI 2022: 1-4 - [c55]Xiatian Zhang, Noura Al Moubayed, Hubert P. H. Shum:
Towards Graph Representation Learning Based Surgical Workflow Anticipation. BHI 2022: 1-4 - [c54]Tanqiu Qiao, Qianhui Men, Frederick W. B. Li, Yoshiki Kubotani, Shigeo Morishima, Hubert P. H. Shum:
Geometric Features Informed Multi-person Human-Object Interaction Recognition in Videos. ECCV (4) 2022: 474-491 - [c53]Haozheng Zhang, Hubert P. H. Shum, Edmond S. L. Ho:
Cerebral Palsy Prediction with Frequency Attention Informed Graph Convolutional Networks. EMBC 2022: 1619-1625 - [c52]Abril Corona-Figueroa, Jonathan Frawley, Sam Bond-Taylor, Sarath Bethapudi, Hubert P. H. Shum, Chris G. Willcocks:
MedNeRF: Medical Neural Radiance Fields for Reconstructing 3D-aware CT-Projections from a Single X-ray. EMBC 2022: 3843-3848 - [c51]Ruochen Li, Stamos Katsigiannis, Hubert P. H. Shum:
Multiclass-SGCN: Sparse Graph-Based Trajectory Prediction with Agent Class Embedding. ICIP 2022: 2346-2350 - [c50]Haozheng Zhang, Edmond S. L. Ho, Xiatian Zhang, Hubert P. H. Shum:
Pose-Based Tremor Classification for Parkinson's Disease Diagnosis from Video. MICCAI (4) 2022: 489-499 - [c49]Manli Zhu, Edmond S. L. Ho, Hubert P. H. Shum:
A Skeleton-aware Graph Convolutional Network for Human-Object Interaction Detection. SMC 2022: 275-281 - [c48]Daniel Organisciak, Matthew Poyser, Aishah Alsehaim, Shanfeng Hu, Brian K. S. Isaac-Medina, Toby P. Breckon, Hubert P. H. Shum:
UAV-ReID: A Benchmark on Unmanned Aerial Vehicle Re-identification in Video Imagery. VISIGRAPP (4: VISAPP) 2022: 136-146 - [c47]Qi Feng, Hubert P. H. Shum, Shigeo Morishima:
360 Depth Estimation in the Wild - the Depth360 Dataset and the SegFuse Network. VR 2022: 664-673 - [c46]Ziyi Chang, George Alex Koulieris, Hubert P. H. Shum:
3D Reconstruction of Sculptures from Single Images via Unsupervised Domain Adaptation on Implicit Models. VRST 2022: 26:1-26:10 - 2021
- [c45]Li Li, Khalid N. Ismail, Hubert P. H. Shum, Toby P. Breckon:
DurLAR: A High-Fidelity 128-Channel LiDAR Dataset with Panoramic Ambient and Reflectivity Imagery for Multi-Modal Autonomous Driving Applications. 3DV 2021: 1227-1237 - [c44]Manli Zhu, Qianhui Men, Edmond S. L. Ho, Howard Leung, Hubert P. H. Shum:
Interpreting Deep Learning based Cerebral Palsy Prediction with Channel Attention. BHI 2021: 1-4 - [c43]Brian K. S. Isaac-Medina, Matt Poyser, Daniel Organisciak, Chris G. Willcocks, Toby P. Breckon, Hubert P. H. Shum:
Unmanned Aerial Vehicle Visual Detection and Tracking using Deep Neural Networks: A Performance Benchmark. ICCVW 2021: 1223-1232 - [c42]Luca Crosato, Chongfeng Wei, Edmond S. L. Ho, Hubert P. H. Shum:
Human-centric Autonomous Driving in an AV-Pedestrian Interactive Environment Using SVO. ICHMS 2021: 1-6 - [c41]Kanglei Zhou, Zhiyuan Cheng, Hubert P. H. Shum, Frederick W. B. Li, Xiaohui Liang:
STGAE: Spatial-Temporal Graph Auto-Encoder for Hand Motion Denoising. ISMAR 2021: 41-49 - [c40]Ben A. Rainbow, Qianhui Men, Hubert P. H. Shum:
Semantics-STGCNN: A Semantics-guided Spatial-Temporal Graph Convolutional Network for Multi-class Trajectory Prediction. SMC 2021: 2959-2966 - [c39]Zhiying Leng, Jiaying Chen, Hubert P. H. Shum, Frederick W. B. Li, Xiaohui Liang:
Stable Hand Pose Estimation under Tremor via Graph Neural Network. VR 2021: 226-234 - 2020
- [c38]Naoki Nozawa, Hubert P. H. Shum, Edmond S. L. Ho, Shigeo Morishima:
Single Sketch Image based 3D Car Shape Reconstruction with Deep Learning and Lazy Learning. VISIGRAPP (1: GRAPP) 2020: 179-190 - [c37]Qianhui Men, Edmond S. L. Ho, Hubert P. H. Shum, Howard Leung:
A Two-Stream Recurrent Network for Skeleton-based Human Interaction Recognition. ICPR 2020: 2771-2778 - [c36]Daniel Organisciak, Edmond S. L. Ho, Hubert P. H. Shum:
Makeup Style Transfer on Low-quality Images with Weighted Multi-scale Attention. ICPR 2020: 6011-6018 - 2019
- [c35]Shanfeng Hu, Hubert P. H. Shum, Antonio Mucherino:
DSPP: Deep Shape and Pose Priors of Humans. MIG 2019: 1:1-1:6 - [c34]Naoya Iwamoto, Hubert P. H. Shum, Wakana Asahina, Shigeo Morishima:
Automatic Sign Dance Synthesis from Gesture-based Sign Language. MIG 2019: 18:1-18:9 - [c33]Naoki Nozawa, Hubert P. H. Shum, Edmond S. L. Ho, Shigeo Morishima:
3D Car Shape Reconstruction from a Single Sketch Image. MIG 2019: 37:1-37:2 - [c32]Jake Hall, Jacky C. P. Chan, Hubert P. H. Shum, Wei Wei, Edmond S. L. Ho:
An interactive motion analysis framework for diagnosing and rectifying potential injuries caused through resistance training. MIG 2019: 39:1-39:2 - [c31]Jingtian Zhang, Hubert P. H. Shum, Kevin D. McCay, Edmond S. L. Ho:
Prior-less 3D Human Shape Reconstruction with an Earth Mover's Distance Informed CNN. MIG 2019: 44:1-44:2 - [c30]Dimitrios Sakkos, Hubert P. H. Shum, Edmond S. L. Ho:
Illumination-Based Data Augmentation for Robust Background Subtraction. SKIMA 2019: 1-8 - 2018
- [c29]Zheming Zuo, Daniel Organisciak, Hubert P. H. Shum, Longzhi Yang:
Saliency-Informed Spatio-Temporal Vector of Locally Aggregated Descriptors and Fisher Vectors for Visual Action Recognition. BMVC 2018: 321 - [c28]Christopher Flinton, Philip Anderson, Hubert P. H. Shum, Edmond S. L. Ho:
NETIVAR: NETwork Information Visualization based on Augmented Reality. SKIMA 2018: 1-8 - [c27]Shanfeng Hu, Hindol Bhattacharya, Matangini Chattopadhyay, Nauman Aslam, Hubert P. H. Shum:
A Dual-Stream Recurrent Neural Network for Student Feedback Prediction using Kinect. SKIMA 2018: 1-8 - [c26]Andreea Stef, Kaveen Perera, Hubert P. H. Shum, Edmond S. L. Ho:
Synthesizing Expressive Facial and Speech Animation by Text-to-IPA Translation with Emotion Control. SKIMA 2018: 1-8 - [c25]Qi Feng, Hubert P. H. Shum, Shigeo Morishima:
Resolving occlusion for 3D object manipulation with hands in mixed reality. VRST 2018: 119:1-119:2 - 2017
- [c24]Naoya Iwamoto, Takuya Kato, Hubert P. H. Shum, Ryo Kakitsuka, Kenta Hara, Shigeo Morishima:
DanceDJ: A 3D Dance Animation Authoring System for Live Performance. ACE 2017: 653-670 - [c23]Shanfeng Hu, Worasak Rueangsirarak, Maxime Bouchee, Nauman Aslam, Hubert P. H. Shum:
A motion classification approach to fall detection. SKIMA 2017: 1-6 - [c22]Shoujiang Xu, Edmond S. L. Ho, Nauman Aslam, Hubert P. H. Shum:
Unsupervised abnormal behaviour detection with overhead crowd video. SKIMA 2017: 1-6 - 2016
- [c21]Jie Li, Hubert P. H. Shum, Xin Fu, Graham Sexton, Longzhi Yang:
Experience-based rule base generation and adaptation for fuzzy interpolation. FUZZ-IEEE 2016: 102-109 - [c20]Yao Tan, Jie Li, Martin Wonders, Fei Chao, Hubert P. H. Shum, Longzhi Yang:
Towards sparse rule base generation for fuzzy rule interpolation. FUZZ-IEEE 2016: 110-117 - [c19]Jingtian Zhang, Lining Zhang, Hubert P. H. Shum, Ling Shao:
Arbitrary view action recognition via transfer dictionary learning on synthetic training data. ICRA 2016: 1678-1684 - [c18]Meng Li, Howard Leung, Hubert P. H. Shum:
Human action recognition via skeletal and depth based feature fusion. MIG 2016: 123-132 - [c17]Hubert P. H. Shum, He Wang, Edmond S. L. Ho, Taku Komura:
SkillVis: a visualization tool for boxing skill assessment. MIG 2016: 145-153 - [c16]Zhiguang Liu, Howard Leung, Hubert P. H. Shum:
An interactive human morphing system with self-occlusion enhancement. MIG 2016: 197 - [c15]Wakana Asahina, Naoya Iwamoto, Hubert P. H. Shum, Shigeo Morishima:
Automatic dance generation system considering sign language information. SIGGRAPH Posters 2016: 23:1-23:2 - [c14]Jie Li, Yanpeng Qu, Hubert P. H. Shum, Longzhi Yang:
TSK Inference with Sparse Rule Bases. UKCI 2016: 107-123 - [c13]Yang Yang, Hubert P. H. Shum, Nauman Aslam, Lanling Zeng:
Temporal clustering of motion capture data with optimal partitioning. VRCAI 2016: 479-482 - 2015
- [c12]Zhiguang Liu, Howard Leung, Liuyang Zhou, Hubert P. H. Shum:
High quality compatible triangulations for 2D shape morphing. VRST 2015: 85-94 - 2014
- [c11]Liuyang Zhou, Zhiguang Liu, Howard Leung, Hubert P. H. Shum:
Posture reconstruction using Kinect with a probabilistic model. VRST 2014: 117-125 - 2013
- [c10]Edmond S. L. Ho, Hubert P. H. Shum:
Motion adaptation for humanoid robots in constrained environments. ICRA 2013: 3813-3818 - 2012
- [c9]Joseph Henry, Hubert P. H. Shum, Taku Komura:
Environment-aware Real-Time Crowd Control. Symposium on Computer Animation 2012: 193-200 - [c8]Hubert P. H. Shum, Edmond S. L. Ho:
Real-time physical modelling of character movements with microsoft kinect. VRST 2012: 17-24 - 2010
- [c7]Hubert P. H. Shum, Taku Komura, Takaaki Shiratori, Shu Takagi:
Physically-Based Character Control in Low Dimensional Space. MIG 2010: 23-34 - 2008
- [c6]Kai-Tai Tang, Howard Leung, Taku Komura, Hubert P. H. Shum:
Finding repetitive patterns in 3D human motion captured data. ICUIMC 2008: 396-403 - [c5]Taku Komura, Hubert P. H. Shum, Edmond S. L. Ho:
Simulating Interactions of Characters. MIG 2008: 94-103 - [c4]Hubert P. H. Shum, Taku Komura, Shuntaro Yamazaki:
Simulating interactions of avatars in high dimensional state space. SI3D 2008: 131-138 - 2007
- [c3]Hubert P. H. Shum, Taku Komura, Shuntaro Yamazaki:
Simulating competitive interactions using singly captured motions. VRST 2007: 65-72 - 2005
- [c2]Hubert Shum, Takaaki Komura:
Tracking the translational and rotational movement of the ball using high-speed camera movies. ICIP (3) 2005: 1084-1087 - 2004
- [c1]Hubert Shum, Takaaki Komura:
A spatiotemporal approach to extract the 3D trajectory of the baseball from a single view video sequence. ICME 2004: 1583-1586
Editorship
- 2019
- [e2]Hubert P. H. Shum, Edmond S. L. Ho, Marie-Paule Cani, Tiberiu Popa, Daniel Holden, He Wang:
Motion, Interaction and Games, MIG 2019, Newcastle upon Tyne, UK, October 28-30, 2019. ACM 2019, ISBN 978-1-4503-6994-7 [contents] - 2016
- [e1]Michael Neff, Roland Geraerts, Hubert P. H. Shum:
Proceedings of the 9th International Conference on Motion in Games, MIG 2016, Burlingame, California, USA, October 10-12, 2016. ACM 2016, ISBN 978-1-4503-4592-7 [contents]
Informal and Other Publications
- 2024
- [i41]Merryn D. Constable, Hubert P. H. Shum, Stephen Clark:
Enhancing Surgical Performance in Cardiothoracic Surgery with Innovations from Computer Vision and Artificial Intelligence: A Narrative Review. CoRR abs/2402.11288 (2024) - [i40]Shuang Chen, Amir Atapour-Abarghouei, Hubert P. H. Shum:
HINT: High-quality INPainting Transformer with Mask-Aware Encoding and Enhanced Attention. CoRR abs/2402.14185 (2024) - [i39]Kanglei Zhou, Liyuan Wang, Xingxing Zhang, Hubert P. H. Shum, Frederick W. B. Li, Jianguo Li, Xiaohui Liang:
MAGR: Manifold-Aligned Graph Regularization for Continual Action Quality Assessment. CoRR abs/2403.04398 (2024) - 2023
- [i38]Mridula Vijendran, Frederick W. B. Li, Hubert P. H. Shum:
Tackling Data Bias in Painting Classification with Style Transfer. CoRR abs/2301.02524 (2023) - [i37]Li Li, Hubert P. H. Shum, Toby P. Breckon:
Less is More: Reducing Task and Model Complexity for 3D Point Cloud Semantic Segmentation. CoRR abs/2303.11203 (2023) - [i36]Qianhui Men, Edmond S. L. Ho, Hubert P. H. Shum, Howard Leung:
Focalized Contrastive View-invariant Learning for Self-supervised Skeleton-based Action Recognition. CoRR abs/2304.00858 (2023) - [i35]Shuang Chen, Amir Atapour-Abarghouei, Edmond S. L. Ho, Hubert P. H. Shum:
INCLG: Inpainting for Non-Cleft Lip Generation with a Multi-Task Image Processing Network. CoRR abs/2305.10589 (2023) - [i34]Ziyi Chang, George Alex Koulieris, Hubert P. H. Shum:
On the Design Fundamentals of Diffusion Models: A Survey. CoRR abs/2306.04542 (2023) - [i33]Zhengzhi Lu, He Wang, Ziyi Chang, Guoan Yang, Hubert P. H. Shum:
Hard No-Box Adversarial Attack on Skeleton-Based Human Action Recognition with Skeleton-Motion-Informed Gradient. CoRR abs/2308.05681 (2023) - [i32]Qi Feng, Hubert P. H. Shum, Shigeo Morishima:
Enhancing Perception and Immersion in Pre-Captured Environments through Learning-Based Eye Height Adaptation. CoRR abs/2308.13042 (2023) - [i31]Abril Corona-Figueroa, Sam Bond-Taylor, Neelanjan Bhowmik, Yona Falinie A. Gaus, Toby P. Breckon, Hubert P. H. Shum, Chris G. Willcocks:
Unaligned 2D to 3D Translation with Conditional Vector-Quantized Code Diffusion using Transformers. CoRR abs/2308.14152 (2023) - [i30]Luca Crosato, Kai Tian, Hubert P. H. Shum, Edmond S. L. Ho, Yafei Wang, Chongfeng Wei:
Social Interaction-Aware Dynamical Models and Decision Making for Autonomous Vehicles. CoRR abs/2310.18891 (2023) - [i29]Jiaxu Liu, Zhengdi Yu, Toby P. Breckon, Hubert P. H. Shum:
U3DS3: Unsupervised 3D Semantic Scene Segmentation. CoRR abs/2311.06018 (2023) - [i28]Xiatian Zhang, Sisi Zheng, Hubert P. H. Shum, Haozheng Zhang, Nan Song, Mingkang Song, Hongxiao Jia:
Correlation-Distance Graph Learning for Treatment Response Prediction from rs-fMRI. CoRR abs/2311.10463 (2023) - [i27]Haozheng Zhang, Edmond S. L. Ho, Xiatian Zhang, Silvia Del Din, Hubert P. H. Shum:
Pose-based Tremor Type and Level Analysis for Parkinson's Disease from Video. CoRR abs/2312.13776 (2023) - 2022
- [i26]Abril Corona-Figueroa, Jonathan Frawley, Sam Bond-Taylor, Sarath Bethapudi, Hubert P. H. Shum, Chris G. Willcocks:
MedNeRF: Medical Neural Radiance Fields for Reconstructing 3D-aware CT-Projections from a Single X-ray. CoRR abs/2202.01020 (2022) - [i25]Qi Feng, Hubert P. H. Shum, Shigeo Morishima:
360 Depth Estimation in the Wild - The Depth360 Dataset and the SegFuse Network. CoRR abs/2202.08010 (2022) - [i24]Daniel Organisciak, Hubert P. H. Shum, Ephraim Nwoye, Wai Lok Woo:
RobIn: A Robust Interpretable Deep Network for Schizophrenia Diagnosis. CoRR abs/2203.17085 (2022) - [i23]Haozheng Zhang, Hubert P. H. Shum, Edmond S. L. Ho:
Cerebral Palsy Prediction with Frequency Attention Informed Graph Convolutional Networks. CoRR abs/2204.10997 (2022) - [i22]Ruochen Li, Stamos Katsigiannis, Hubert P. H. Shum:
Multiclass-SGCN: Sparse Graph-based Trajectory Prediction with Agent Class Embedding. CoRR abs/2206.15275 (2022) - [i21]Manli Zhu, Edmond S. L. Ho, Hubert P. H. Shum:
A Skeleton-aware Graph Convolutional Network for Human-Object Interaction Detection. CoRR abs/2207.05733 (2022) - [i20]Luca Crosato, Hubert P. H. Shum, Edmond S. L. Ho, Chongfeng Wei:
Interaction-aware Decision-making for Automated Vehicles using Social Value Orientation. CoRR abs/2207.05853 (2022) - [i19]Haozheng Zhang, Edmond S. L. Ho, Xiatian Zhang, Hubert P. H. Shum:
Pose-based Tremor Classification for Parkinson's Disease Diagnosis from Video. CoRR abs/2207.06828 (2022) - [i18]Tanqiu Qiao, Qianhui Men, Frederick W. B. Li, Yoshiki Kubotani, Shigeo Morishima, Hubert P. H. Shum:
Geometric Features Informed Multi-person Human-object Interaction Recognition in Videos. CoRR abs/2207.09425 (2022) - [i17]Shuang Chen, Amir Atapour-Abarghouei, Jane Kerby, Edmond S. L. Ho, David C. G. Sainsbury, Sophie Butterworth, Hubert P. H. Shum:
A Feasibility Study on Image Inpainting for Non-cleft Lip Generation from Patients with Cleft Lip. CoRR abs/2208.01149 (2022) - [i16]Xiatian Zhang, Noura Al Moubayed, Hubert P. H. Shum:
Towards Graph Representation Learning Based Surgical Workflow Anticipation. CoRR abs/2208.03824 (2022) - [i15]Manli Zhu, Qianhui Men, Edmond S. L. Ho, Howard Leung, Hubert P. H. Shum:
A Two-stream Convolutional Network for Musculoskeletal and Neurological Disorders Prediction. CoRR abs/2208.08848 (2022) - [i14]Haozheng Zhang, Edmond S. L. Ho, Hubert P. H. Shum:
CP-AGCN: Pytorch-based Attention Informed Graph Convolutional Network for Identifying Infants at Risk of Cerebral Palsy. CoRR abs/2209.02824 (2022) - [i13]Edmund J. C. Findlay, Haozheng Zhang, Ziyi Chang, Hubert P. H. Shum:
Denoising Diffusion Probabilistic Models for Styled Walking Synthesis. CoRR abs/2209.14828 (2022) - [i12]Ziyi Chang, George Alex Koulieris, Hubert P. H. Shum:
3D Reconstruction of Sculptures from Single Images via Unsupervised Domain Adaptation on Implicit Models. CoRR abs/2210.04265 (2022) - [i11]Ziyi Chang, Edmund J. C. Findlay, Haozheng Zhang, Hubert P. H. Shum:
Unifying Human Motion Synthesis and Style Transfer with Denoising Diffusion Probabilistic Models. CoRR abs/2212.08526 (2022) - 2021
- [i10]John Hartley, Hubert P. H. Shum, Edmond S. L. Ho, He Wang, Subramanian Ramamoorthy:
Formation Control for UAVs Using a Flux Guided Approach. CoRR abs/2103.09184 (2021) - [i9]Brian K. S. Isaac-Medina, Matt Poyser, Daniel Organisciak, Chris G. Willcocks, Toby P. Breckon, Hubert P. H. Shum:
Unmanned Aerial Vehicle Visual Detection and Tracking using Deep Neural Networks: A Performance Benchmark. CoRR abs/2103.13933 (2021) - [i8]Daniel Organisciak, Brian K. S. Isaac-Medina, Matthew Poyser, Shanfeng Hu, Toby P. Breckon, Hubert P. H. Shum:
UAV-ReID: A Benchmark on Unmanned Aerial Vehicle Re-identification. CoRR abs/2104.06219 (2021) - [i7]Manli Zhu, Qianhui Men, Edmond S. L. Ho, Howard Leung, Hubert P. H. Shum:
Interpreting Deep Learning based Cerebral Palsy Prediction with Channel Attention. CoRR abs/2106.04471 (2021) - [i6]Ben A. Rainbow, Qianhui Men, Hubert P. H. Shum:
Semantics-STGCNN: A Semantics-guided Spatial-Temporal Graph Convolutional Network for Multi-class Trajectory Prediction. CoRR abs/2108.04740 (2021) - [i5]Qianhui Men, Hubert P. H. Shum, Edmond S. L. Ho, Howard Leung:
GAN-based Reactive Motion Synthesis with Class-aware Discriminators for Human-human Interaction. CoRR abs/2110.00380 (2021) - [i4]Asish Bera, Ratnadeep Dey, Debotosh Bhattacharjee, Mita Nasipuri, Hubert P. H. Shum:
Spoofing Detection on Hand Images Using Quality Assessment. CoRR abs/2110.12923 (2021) - 2020
- [i3]Hubert P. H. Shum, Taku Komura:
Technical Note: Generating Realistic Fighting Scenes by Game Tree. CoRR abs/2006.11620 (2020) - 2019
- [i2]He Wang, Edmond S. L. Ho, Hubert P. H. Shum, Zhanxing Zhu:
Spatio-temporal Manifold Learning for Human Motions via Long-horizon Modeling. CoRR abs/1908.07214 (2019) - [i1]Dimitrios Sakkos, Hubert P. H. Shum, Edmond S. L. Ho:
Illumination-Based Data Augmentation for Robust Background Subtraction. CoRR abs/1910.08470 (2019)
Coauthor Index
[j65] [j63] [j62] [j61] [j59] [j57] [j55] [j54] [j52] [j51] [j47] [j46] [j45] [j44] [j43] [j40] [j38] [j32] [j31] [j29] [j26] [j23] [j20] [j14] [j9] [j7] [j6] [c67] [c56] [c53] [c50] [c49] [c44] [c42] [c38] [c37] [c36] [c33] [c32] [c31] [c30] [c28] [c26] [c22] [c17] [c10] [c8] [c5] [e2] [i36] [i35] [i30] [i27] [i23] [i21] [i20] [i19] [i17] [i15] [i14] [i10] [i7] [i5] [i2] [i1]
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