@article{chang26quality,
author={Chang, Ziyi and Zhou, Kanglei and Liang, Xiaohui and Shum, Hubert P. H.},
journal={IEEE Transactions on Circuits and Systems for Video Technology},
title={Quality-Preserving Imperceptible Adversarial Attack on Skeleton-based Human Action Recognition},
year={2026},
doi={10.1109/TCSVT.2026.3703135},
publisher={IEEE},
}
@article{zhang26cross,
author={Zhang, Francis Xiatian and Yao, Hao and Chen, Shengxuan and Zhu, Hong and Jia, Hongxiao and Zheng, Sisi and Shum, Hubert P. H.},
journal={IEEE Transactions on Neural Systems and Rehabilitation Engineering},
title={Cross-view Multimodal Vision-Based Assessment Framework for Traditional Chinese Medicine Rehabilitation Training},
year={2026},
doi={10.1109/TNSRE.2026.3705649},
publisher={IEEE},
}
@article{chang26design,
author={Chang, Ziyi and Koulieris, George Alex and Chang, Hyung Jin and Shum, Hubert P. H.},
journal={Pattern Recognition},
title={On the Design Fundamentals of Diffusion Models: A Survey},
year={2026},
pages={111934},
doi={10.1016/j.patcog.2025.111934},
issn={0031-3203},
publisher={Elsevier},
}
@article{zhou26comprehensive,
author={Zhou, Kanglei and Cai, Ruizhi and Wang, Liyuan and Shum, Hubert P. H. and Liang, Xiaohui},
journal={Pattern Recognition},
title={A Comprehensive Survey of Action Quality Assessment: Method and Benchmark},
year={2026},
volume={179},
pages={113933},
doi={10.1016/j.patcog.2026.113933},
issn={0031-3203},
publisher={Elsevier},
}
@article{zhang26physics,
author={Zhang, Xiaotang and Chang, Ziyi and Men, Qianhui and Shum, Hubert P. H.},
journal={Computer Graphics Forum},
title={Physics-Based Motion Tracking of Contact-Rich Interacting Characters},
year={2026},
pages={e70336},
doi={10.1111/cgf.70336},
publisher={Wiley},
}
@article{vijendran26boost,
author={Vijendran, Mridula and Chen, Shuang and Deng, Jingjing and Shum, Hubert P. H.},
journal={Expert Systems with Applications},
title={BOOST: Out-of-Distribution-Informed Adaptive Sampling for Bias Mitigation in Stylistic Convolutional Neural Networks},
year={2026},
volume={296},
pages={128905},
numpages={12},
doi={10.1016/j.eswa.2025.128905},
issn={0957-4174},
publisher={Elsevier},
}
@article{watson26multimodal,
author={Watson, Matthew and Winterbottom, Thomas and Hudson, Thomas and Jones, Benedict and Shum, Hubert P. H. and Atapour-Abarghouei, Amir and Breckon, Toby P. and King, James Harmsworth and Moubayed, Noura Al},
journal={Communications Medicine},
title={Multimodal Models for Skin Cancer Classification using Clinical Free Text and Dermatoscopic Images},
year={2026},
volume={6},
number={1},
pages={277},
numpages={14},
doi={10.1038/s43856-026-01456-2},
issn={2730-664X},
publisher={Nature},
}
@article{martin26fast,
author={Martin, Daniel and Bourgenot, Cyril and Reeves, Andrew and Shum, Hubert P. H.},
journal={Optics Express},
title={Fast, Efficient Piston Correction of Deployable Space Telescopes using Machine Learning},
year={2026},
volume={34},
pages={4748--4761},
numpages={14},
doi={10.1364/OE.582377},
publisher={Optica},
}
@inproceedings{li26vite,
author={Li, Ruochen and Zhu, Zhanxing and Qiao, Tanqiu and Shum, Hubert P. H.},
booktitle={Proceedings of the 2026 AAAI Conference on Artificial Intelligence},
title={ViTE: Virtual Graph Trajectory Expert Router for Pedestrian Trajectory Prediction},
year={2026},
pages={1952},
numpages={9},
doi={10.1609/aaai.v40i21.38808},
isbn={978-1-57735-906-7},
location={Singapore, Singapore},
}
@inproceedings{han26caflow,
author={Han, Ruisheng and Zhou, Kanglei and Chen, Shuang and Atapour-Abarghouei, Amir and Shum, Hubert P. H.},
booktitle={Proceedings of the 2026 IEEE/CVF Winter Conference on Applications of Computer Vision},
title={CaFlow: Enhancing Long-Term Action Quality Assessment with Causal Counterfactual Flow},
year={2026},
pages={8231--8241},
numpages={11},
doi={10.1109/WACV61042.2026.00794},
publisher={IEEE/CVF},
location={Arizona, USA},
}
@inproceedings{e26kd360,
author={E, Wenke and Sun, Yixin and Liu, Jiaxu and Shum, Hubert P. H. and Atapour-Abarghouei, Amir and Breckon, Toby P.},
booktitle={Proceedings of the 2026 IEEE/CVF Winter Conference on Applications of Computer Vision},
title={KD360-VoxelBEV: LiDAR and 360-Degree Camera Cross Modality Knowledge Distillation for Bird’s-Eye-View Segmentation},
year={2026},
pages={3483--3493},
numpages={11},
doi={10.1109/WACV61042.2026.00340},
publisher={IEEE/CVF},
location={Arizona, USA},
}
@inproceedings{stirling26investigating,
author={Stirling, Jamie and Moubayed, Noura Al and Shum, Hubert P. H.},
booktitle={Proceedings of the 2026 International Conference on Pattern Recognition},
title={Investigating Permutation-Invariant Discrete Representation Learning for Spatially Aligned Images},
year={2026},
location={Lyon, France},
}
@inproceedings{xie26where,
author={Xie, Yuxuan and Pugeault, Nicolas and Wei, Chongfeng and Shum, Hubert P. H. and Ho, Edmond S. L.},
booktitle={Proceedings of the 2026 IEEE/RSJ International Conference on Intelligent Robots and Systems},
title={Where Will They Go? Modelling Multimodal Pedestrian Manoeuvres from Ego-Centric Videos},
year={2026},
publisher={IEEE/RSJ},
location={Pittsburgh, USA},
}
@inproceedings{li26art,
author={Li, Ruochen and Chang, Ziyi and Hu, Junyan and Li, Jiannan and Atapour-Abarghouei, Amir and Shum, Hubert P. H.},
booktitle={Proceedings of the 2026 IEEE International Conference on Human-Machine Systems},
title={ART: Adaptive Relational Transformer for Pedestrian Trajectory Prediction with Temporal-Aware Relations},
year={2026},
publisher={IEEE},
location={Singapore, Singapore},
}
@inproceedings{liu26tfdm,
author={Liu, Jiaxu and Li, Li and Shum, Hubert P. H. and Breckon, Toby P.},
booktitle={Proceedings of the 2026 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshop},
title={TFDM: Time-Variant Frequency-Based Point Cloud Diffusion with State Space Model},
year={2026},
pages={4667--4676},
numpages={10},
publisher={IEEE/CVF},
location={Colorado, USA},
}
@inproceedings{stirling26controllable,
author={Stirling, Jamie and Moubayed, Noura Al and Willcocks, Chris G. and Shum, Hubert P. H.},
booktitle={Proceedings of the 2026 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshop},
title={Controllable Image Generation with Composed Parallel Token Prediction},
year={2026},
pages={5074--5083},
publisher={IEEE/CVF},
location={Colorado, USA},
}
@article{zhang26benchmarking,
author={Zhang, Yuxin and Wang, Cheng and Shum, Hubert P. H.},
booktitle={Proceeding of the 2026 International Workshop on Critical Automotive Applications: Robustness & Safety},
title={Benchmarking Autonomous Vehicles: A Driver Foundation Model Framework},
year={2026},
numpages={4},
location={Munich, Germany},
}
@article{zhang26veridrive,
author={Zhang, Zikai and Shum, Hubert P. H. and Breckon, Toby P.},
journal={arXiv},
title={VeriDrive: Verifiable Counterfactual Supervision for Cost-Efficient Vision-Language Planning},
year={2026},
eprint={arXiv:2606.07338},
archivePrefix={arXiv},
primaryClass={cs.CV},
url={https://arxiv.org/abs/2606.07338},
}
@article{nishizawa26feedforward,
author={Nishizawa, Hiroki and Shum, Hubert P. H. and Fukuhara, Yoshihiro and Kataoka, Hirokatsu and Morishima, Shigeo},
journal={arXiv:2606.22131},
title={Feed-forward Motion In-betweening for Any 4D},
year={2026},
archivePrefix={arXiv:2606.22131},
primaryClass={arXiv},
doi={cs.CV},
url={https://arxiv.org/abs/2606.22131},
}
@article{wang26vrud,
author={Wang, Ziyu and Kou, Hongrui and Wang, Cheng and Li, Ruochen and Shum, Hubert P. H. and Atapour-Abarghouei, Amir and Zhang, Yuxin},
journal={arXiv},
title={VRUD: A Drone Dataset for Complex Vehicle-VRU Interactions within Mixed Traffic},
year={2026},
eprint={arXiv:2604.01134},
archivePrefix={arXiv},
primaryClass={cs.RO},
url={https://arxiv.org/abs/2604.01134},
}
@article{zhou25phi,
author={Zhou, Kanglei and Shum, Hubert P. H. and Li, Frederick W. B. and Zhang, Xingxing and Liang, Xiaohui},
journal={IEEE Transactions on Image Processing},
title={PHI: Bridging Domain Shift in Long-Term Action Quality Assessment via Progressive Hierarchical Instruction},
year={2025},
volume={34},
pages={3718--3732},
numpages={15},
doi={10.1109/TIP.2025.3574938},
issn={1057-7149},
publisher={IEEE},
}
@article{li25bpsgcn,
author={Li, Ruochen and Katsigiannis, Stamos and Kim, Tae-Kyun and Shum, Hubert P. H.},
journal={IEEE Transactions on Neural Networks and Learning Systems},
title={BP-SGCN: Behavioral Pseudo-Label Informed Sparse Graph Convolution Network for Pedestrian and Heterogeneous Trajectory Prediction},
year={2025},
volume={36},
number={8},
pages={14566--14580},
numpages={15},
doi={10.1109/TNNLS.2025.3545268},
publisher={IEEE},
}
@article{li25unified,
author={Li, Ruochen and Qiao, Tanqiu and Katsigiannis, Stamos and Zhu, Zhanxing and Shum, Hubert P. H.},
journal={IEEE Transactions on Circuits and Systems for Video Technology},
title={Unified Spatial-Temporal Edge-Enhanced Graph Networks for Pedestrian Trajectory Prediction},
year={2025},
volume={35},
number={7},
pages={7047--7060},
numpages={14},
doi={10.1109/TCSVT.2025.3539522},
publisher={IEEE},
}
@article{zhang25adaptive,
author={Zhang, Francis Xiatian and Deng, Jingjing and Lieck, Robert and Shum, Hubert P. H.},
journal={IEEE Transactions on Medical Robotics and Bionics},
title={Adaptive Graph Learning from Spatial Information for Surgical Workflow Anticipation},
year={2025},
volume={7},
number={1},
pages={266--280},
doi={10.1109/TMRB.2024.3517137},
issn={2576-3202},
publisher={IEEE},
}
@article{zhang25realtime,
author={Zhang, Xiaotang and Chang, Ziyi and Men, Qianhui and Shum, Hubert P. H.},
journal={Computer Graphics Forum},
title={Real-time and Controllable Reactive Motion Synthesis via Intention Guidance},
year={2025},
volume={44},
number={6},
pages={e70222},
numpages={11},
doi={10.1111/cgf.70222},
issn={0167-7055},
publisher={Wiley},
}
@article{qiao25geometric,
author={Qiao, Tanqiu and Li, Ruochen and Li, Frederick W. B. and Kubotani, Yoshiki and Morishima, Shigeo and Shum, Hubert P. H.},
journal={Expert Systems with Applications},
title={Geometric Visual Fusion Graph Neural Networks for Multi-Person Human-Object Interaction Recognition in Videos},
year={2025},
volume={290},
pages={128344},
numpages={14},
doi={10.1016/j.eswa.2025.128344},
issn={0957-4174},
publisher={Elsevier},
}
@inproceedings{chang25largescale,
author={Chang, Ziyi and Wang, He and Koulieris, George Alex and Shum, Hubert P. H.},
booktitle={Proceedings of the 2025 ACM SIGGRAPH},
title={Large-Scale Multi-Character Interaction Synthesis},
year={2025},
pages={Article 114},
numpages={10},
doi={10.1145/3721238.3730750},
isbn={9.80E+12},
publisher={ACM},
Address={New York, NY, USA},
location={Vancouver, Canada},
}
@inproceedings{zhang25otion,
author={Zhang, Xiaotang and Chang, Ziyi and Men, Qianhui and Shum, Hubert P. H.},
booktitle={Proceedings of the 2025 ACM SIGGRAPH Asia},
title={Motion In-Betweening for Densely Interacting Characters},
year={2025},
pages={96},
numpages={11},
doi={10.1145/3757377.3763950},
isbn={9.80E+12},
publisher={ACM},
Address={New York, NY, USA},
location={Hong Kong, China},
}
@inproceedings{chen25sem,
author={Chen, Shuang and Zhang, Haozheng and Atapour-Abarghouei, Amir and Shum, Hubert P. H.},
booktitle={Proceedings of the 2025 IEEE/CVF Winter Conference on Applications of Computer Vision},
series={WACV '25},
title={SEM-Net: Efficient Pixel Modelling for Image Inpainting with Spatially Enhanced SSM},
year={2025},
pages={461--471},
doi={10.1109/WACV61041.2025.00055},
publisher={IEEE/CVF},
location={Arizona, USA},
}
@inproceedings{liu25exploring,
author={Liu, Jinyu and Law, Effie Lai-Chong and Shum, Hubert P. H.},
booktitle={Proceedings of the 2025 ACM Conversational User Interfaces Conference},
series={CUI '25},
title={Exploring Artists' and Art Viewers' Perspectives for Art Chatbots: Implications for a Design Framework },
year={2025},
pages={Article 40},
numpages={17},
doi={10.1145/3719160.3736626},
isbn={9.80E+12},
publisher={ACM},
Address={New York, NY, USA},
location={Waterloo, Canada},
}
@inproceedings{mavrakis25integrating ,
author={Mavrakis, Nikos and Law, Effie Lai-Chong and Shum, Hubert P. H.},
booktitle={Proceedings of the 2025 Human Computer Interaction for Space Exploration},
series={SpaceCHI '25},
title={Integrating Human-in-the-loop AI to Tackle Space Communication Delay Challenges},
year={2025},
doi={10.4230/OASIcs.SpaceCHI.2025.15},
location={Cologne, Germany},
}
@inproceedings{warwick25using,
author={Warwick, Claire and Beresford, Andrew and Casteau, Soazig and Shum, Hubert P. H. and Smith, Daniel T. and Zhang, Francis Xiatian},
booktitle={Proceedings of the 2025 ADHO Digital Humanities Conference},
series={DH '25},
title={Using Fixed and Mobile Eye Tracking to Understand How Visitors View Art in a Museum: A Study at the Bowes Museum, County Durham, UK},
year={2025},
location={Lisbon, Portugal},
}
@inproceedings{han25finecasual,
author={Han, Ruisheng and Zhou, Kanglei and Atapour-Abarghouei, Amir and Liang, Xiaohui and Shum, Hubert P. H.},
booktitle={Proceedings of the 2025 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops},
series={CVPRW '25},
title={FineCausal: A Causal-Based Framework for Interpretable Fine-Grained Action Quality Assessment},
year={2025},
pages={6017--6026},
publisher={IEEE/CVF},
location={Nashville, USA},
}
@article{zhou25continual,
author={Zhou, Kanglei and Pan, Qingyi and Zhang, Xingxing and Shum, Hubert P. H. and Li, Frederick W. B. and Liang, Xiaohui and Wang, Liyuan},
journal={arXiv},
title={Continual Action Quality Assessment via Adaptive Manifold-Aligned Graph Regularization},
year={2025},
numpages={19},
eprint={arXiv:2510.06842},
archivePrefix={arXiv},
primaryClass={cs.CV},
doi={10.48550/arXiv.2510.06842},
url={https://arxiv.org/abs/2510.06842},
}
@article{zhou24multitask,
author={Zhou, Kanglei and Shum, Hubert P. H. and Li, Frederick W. B. and Liang, Xiaohui},
journal={IEEE Transactions on Visualization and Computer Graphics},
title={Multi-Task Spatial-Temporal Graph Auto-Encoder for Hand Motion Denoising},
year={2024},
numpages={17},
doi={10.1109/TVCG.2023.3337868},
publisher={IEEE},
}
@article{chen24hint,
author={Chen, Shuang and Atapour-Abarghouei, Amir and Shum, Hubert P. H.},
journal={IEEE Transactions on Multimedia},
title={HINT: High-quality INpainting Transformer with Mask-Aware Encoding and Enhanced Attention},
year={2024},
volume={26},
pages={7649--7660},
numpages={12},
doi={10.1109/TMM.2024.3369897},
issn={1520-9210 },
publisher={IEEE},
}
@article{zhu24geometric,
author={Zhu, Manli and Ho, Edmond S. L. and Chen, Shuang and Yang, Longzhi and Shum, Hubert P. H.},
journal={IEEE Transactions on Instrumentation and Measurement},
title={Geometric Features Enhanced Human-Object Interaction Detection},
year={2024},
volume={73},
numpages={14},
doi={10.1109/TIM.2024.3427800},
issn={0018-9456},
publisher={IEEE},
}
@article{vijendran25artificial,
author={Vijendran, Mridula and Deng, Jingjing and Chen, Shuang and Ho, Edmond S. L. and Shum, Hubert P. H.},
journal={Artificial Intelligence Review},
title={Artificial Intelligence for Geometry-Based Feature Extraction, Analysis and Synthesis in Artistic Images: A Survey},
year={2024},
volume={58},
number={2},
pages={64},
numpages={47},
doi={10.1007/s10462-024-11051-3},
issn={1573-7462},
publisher={Springer},
}
@article{crosato23social,
author={Crosato, Luca and Tian, Kai and Shum, Hubert P. H. and Ho, Edmond S. L. and Wang, Yafei and Wei, Chongfeng},
journal={Advanced Intelligent Systems},
title={Social Interaction-Aware Dynamical Models and Decision-Making for Autonomous Vehicles},
year={2024},
volume={6},
number={3},
pages={2300575},
numpages={23},
doi={10.1002/aisy.202300575},
issn={2640-4567},
publisher={Wiley},
}
@article{zhang24pose,
author={Zhang, Haozheng and Ho, Edmond S. L. and Zhang, Francis Xiatian and Din, Silvia Del and Shum, Hubert P. H.},
journal={International Journal of Computer Assisted Radiology and Surgery},
title={Pose-Based Tremor Type and Level Analysis for Parkinson's Disease from Video},
year={2024},
volume={19},
pages={831--840},
numpages={10},
doi={10.1007/s11548-023-03052-4},
issn={1861-6429},
publisher={Springer},
}
@article{fan24oneindex,
author={Fan, Haiju and Qin, Xiaona and Chen, Shuang and Shum, Hubert P. H. and Li, Ming},
journal={Pattern Recognition Letters},
title={One-Index Vector Quantization Based Adversarial Attack on Image Classification},
year={2024},
volume={186},
pages={47--56},
numpages={10},
doi={10.1016/j.patrec.2024.09.001},
issn={0167-8655},
publisher={Elsevier},
}
@article{zheng24unraveling,
author={Zheng, Sisi and Zhang, Francis Xiatian and Shum, Hubert P. H. and Zhang, Haozheng and Song, Nan and Song, Mingkang and Jia, Hongxiao},
journal={BMC Psychiatry},
title={Unraveling the Brain Dynamics of Depersonalization-Derealization Disorder: A Dynamic Functional Network Connectivity Analysis},
year={2024},
volume={24},
pages={685},
numpages={15},
doi={10.1186/s12888-024-06096-1},
issn={1471-244X},
publisher={BMC},
}
@article{constable24advancing,
author={Constable, Merryn D. and Zhang, Francis Xiatian and Conner, Tony and Monk, Daniel and Rajsic, Jason and Ford, Claire and Park, Laura Jillian and Platt, Alan and Porteous, Debra and Grierson, Lawrence and Shum, Hubert P. H.},
journal={Advances in Health Sciences Education},
title={Advancing Healthcare Practice and Education via Data Sharing: Demonstrating the Utility of Open Data by Training an Artificial Intelligence Model to Assess Cardiopulmonary Resuscitation Skills},
year={2024},
doi={10.1007/s10459-024-10369-5},
issn={1573-1677},
publisher={Springer},
}
@article{constable24enhancing,
author={Constable, Merryn D. and Shum, Hubert P. H. and Clark, Stephen},
journal={Journal of Cardiothoracic Surgery},
title={Enhancing Surgical Performance in Cardiothoracic Surgery with Innovations from Computer Vision and Artificial Intelligence: A Narrative Review},
year={2024},
volume={19},
pages={94},
numpages={10},
doi={10.1186/s13019-024-02558-5},
issn={1749-8090},
publisher={BMC},
}
@inproceedings{li24rapidseg,
author={Li, Li and Shum, Hubert P. H. and Breckon, Toby P.},
booktitle={Proceedings of the 2024 European Conference on Computer Vision},
series={ECCV '24},
title={RAPiD-Seg: Range-Aware Pointwise Distance Distribution Networks for 3D LiDAR Segmentation},
year={2024},
volume={15065},
pages={222--241},
numpages={20},
doi={10.1007/978-3-031-72667-5_13},
publisher={Springer},
location={Milan, Italy},
}
@inproceedings{zhou24magr,
author={Zhou, Kanglei and Wang, Liyuan and Zhang, Xingxing and Shum, Hubert P. H. and Li, Frederick W. B. and Li, Jianguo and Liang, Xiaohui},
booktitle={Proceedings of the 2024 European Conference on Computer Vision},
series={ECCV '24},
title={MAGR: Manifold-Aligned Graph Regularization for Continual Action Quality Assessment},
year={2024},
volume={15069},
pages={375--392},
numpages={18},
doi={10.1007/978-3-031-73247-8_22},
publisher={Springer},
location={Milan, Italy},
}
@inproceedings{zhang24endoscopic,
author={Zhang, Francis Xiatian and Chen, Shuang and Xie, Xianghua and Shum, Hubert P. H.},
booktitle={Proceedings of the 2024 International Conference on Medical Image Computing and Computer Assisted Intervention},
series={MICCAI '24},
title={Depth-Aware Endoscopic Video Inpainting},
year={2024},
pages={143--153},
doi={10.1007/978-3-031-72089-5_14},
isbn={978-3-031-72089-5},
publisher={Springer},
location={Marrakesh, Morocco},
}
@inproceedings{liu24self,
author={Liu, Mingyue and Frawley, Jonathan and Wyer, Sarah and Shum, Hubert P. H. and Uckelman, Sara L. and Black, Sue and Willcocks, Chris G.},
booktitle={Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics},
series={NAACL '24},
title={Self-Regulated Sample Diversity in Large Language Models},
year={2024},
pages={1891--1899},
numpages={9},
doi={10.18653/v1/2024.findings-naacl.122},
publisher={ACL},
location={Mexico City, Mexico},
}
@inproceedings{liu24u3ds3,
author={Liu, Jiaxu and Yu, Zhengdi and Breckon, Toby P. and Shum, Hubert P. H.},
booktitle={Proceedings of the 2024 IEEE/CVF Winter Conference on Applications of Computer Vision},
series={WACV '24},
title={U3DS3: Unsupervised 3D Semantic Scene Segmentation},
year={2024},
month={1},
pages={3759--3768},
numpages={10},
doi={10.1109/WACV57701.2024.00372},
publisher={IEEE/CVF},
location={Hawaii, USA},
}
@inproceedings{chen24mxt,
author={Chen, Shuang and Atapour-Abarghouei, Amir and Zhang, Haozheng and Shum, Hubert P. H.},
booktitle={Proceedings of the 2024 British Machine Vision Conference},
series={BMVC '24},
title={MxT: Mamba x Transformer for Image Inpainting},
year={2024},
location={Glasgow, UK},
}
@inproceedings{li24traildet,
author={Li, Li and Qiao, Tanqiu and Shum, Hubert P. H. and Breckon, Toby P.},
booktitle={Proceedings of the 2024 British Machine Vision Conference},
series={BMVC '24},
title={TraIL-Det: Transformation-Invariant Local Feature Networks for 3D LiDAR Object Detection with Unsupervised Pre-Training},
year={2024},
location={Glasgow, UK},
}
@inproceedings{qiao24from,
author={Qiao, Tanqiu and Li, Ruochen and Li, Frederick W. B. and Shum, Hubert P. H.},
booktitle={Proceedings of the 2024 International Conference on Pattern Recognition},
series={ICPR '24},
title={From Category to Scenery: An End-to-End Framework for Multi-Person Human-Object Interaction Recognition in Videos},
year={2024},
location={Kolkata, India},
}
@inproceedings{liu24neuralcode,
author={Liu, Ruizhi and Remagnino, Paolo and Shum, Hubert P. H.},
booktitle={Proceedings of the 2024 International Conference on Pattern Recognition},
series={ICPR '24},
title={Neural-Code PIFu: High-Fidelity Single Image 3D Human Reconstruction via Neural Code Integration},
year={2024},
location={Kolkata, India},
}
@inproceedings{crosato24virtual,
author={Crosato, Luca and Wei, Chongfeng and Ho, Edmond S. L. and Shum, Hubert P. H. and Sun, Yuzhu},
booktitle={Proceedings of the 2024 ACM/IEEE International Conference on Human Robot Interaction},
series={HRI '24},
title={A Virtual Reality Framework for Human-Driver Interaction Research: Safe and Cost-Effective Data Collection},
year={2024},
pages={167--174},
numpages={8},
doi={10.1145/3610977.3634923},
isbn={9.80E+12},
publisher={ACM/IEEE},
location={Colorado, USA},
}
@inproceedings{liu24chatbots,
author={Liu, Jinyu and Law, Effie Lai-Chong and Shum, Hubert P. H.},
booktitle={Proceedings of the 2024 Nordic Conference on Human-Computer Interaction},
series={NordiCHI '24},
title={Chatbots and Art Critique: A Comparative Study of Chatbot and Human Experts in Traditional Chinese Painting Education},
year={2024},
pages={50},
numpages={13},
doi={10.1145/3679318.3685385},
isbn={9.80E+12},
publisher={ACM},
location={Uppsala, Sweden},
}
@inproceedings{coronafigueroaa24repeat,
author={Corona-Figueroa, Abril and Shum, Hubert P. H. and Willcocks, Chris G.},
booktitle={Proceedings of the 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops},
series={CVPRW '24},
title={Repeat and Concatenate: 2D to 3D Image Translation with 3D to 3D Generative Modeling},
year={2024},
pages={2315--2324},
numpages={10},
doi={10.1109/CVPRW63382.2024.00237},
publisher={IEEE/CVF},
location={Seattle, USA},
}
@inproceedings{li24twoperson,
author={Li, Baiyi and Ho, Edmond S. L. and Shum, Hubert P. H. and Wang, He},
booktitle={Proceedings of the 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops},
series={CVPRW '24},
title={Two-Person Interaction Augmentation with Skeleton Priors},
year={2024},
pages={1900-1910},
numpages={11},
doi={10.1109/CVPRW63382.2024.00196},
publisher={IEEE/CVF},
location={Seattle, USA},
}
@incollection{vijendran24stsaclf,
author={Vijendran, Mridula and Li, Frederick W. B. and Deng, Jingjing and Shum, Hubert P. H.},
booktitle={Communications in Computer and Information Science},
series={CCIS '24},
title={ST-SACLF: Style Transfer Informed Self-Attention Classifier for Bias-Aware Painting Classification},
year={2024},
pages={181--205},
numpages={25},
doi={10.1007/978-3-031-66743-5_9},
isbn={978-3-031-66743-5},
publisher={Springer},
}
@article{zhou23video,
author={Zhou, Kanglei and Cai, Ruizhi and Ma, Yue and Tan, Qingqing and Wang, Xinning and Li, Jianguo and Shum, Hubert P. H. and Li, Frederick W. B. and Jin, Song and Liang, Xiaohui},
journal={IEEE Transactions on Visualization and Computer Graphics},
title={A Video-Based Augmented Reality System for Human-in-the-Loop Muscle Strength Assessment of Juvenile Dermatomyositis},
year={2023},
volume={29},
number={5},
pages={2456--2466},
numpages={11},
doi={10.1109/TVCG.2023.3247092},
issn={1941-0506},
publisher={IEEE},
location={Shanghai, China},
}
@article{zhou23hierarchical,
author={Zhou, Kanglei and Ma, Yue and Shum, Hubert P. H. and Liang, Xiaohui},
journal={IEEE Transactions on Circuits and Systems for Video Technology},
title={Hierarchical Graph Convolutional Networks for Action Quality Assessment},
year={2023},
volume={33},
number={12},
pages={7749-7763},
numpages={15},
doi={10.1109/TCSVT.2023.3281413},
issn={1051-8215},
publisher={IEEE},
}
@article{crosato23interaction,
author={Crosato, Luca and Shum, Hubert P. H. and Ho, Edmond S. L. and Wei, Chongfeng},
journal={IEEE Transactions on Intelligent Vehicles},
title={Interaction-Aware Decision-Making for Automated Vehicles using Social Value Orientation},
year={2023},
volume={8},
number={2},
pages={1339--1349},
numpages={11},
doi={10.1109/TIV.2022.3189836},
issn={2379-8858},
publisher={IEEE},
}
@article{men23focalized,
author={Men, Qianhui and Ho, Edmond S. L. and Shum, Hubert P. H. and Leung, Howard},
journal={Neurocomputing},
title={Focalized Contrastive View-Invariant Learning for Self-Supervised Skeleton-Based Action Recognition},
year={2023},
volume={537},
pages={198--209},
numpages={12},
doi={10.1016/j.neucom.2023.03.070},
issn={0925-2312},
publisher={Elsevier},
}
@article{chen23inclg,
author={Chen, Shuang and Atapour-Abarghouei, Amir and Ho, Edmond S. L. and Shum, Hubert P. H.},
journal={Software Impacts},
title={INCLG: Inpainting for Non-Cleft Lip Generation with a Multi-Task Image Processing Network},
year={2023},
volume={17},
pages={100517},
numpages={4},
doi={10.1016/j.simpa.2023.100517},
publisher={Elsevier},
}
@inproceedings{li23less,
author={Li, Li and Shum, Hubert P. H. and Breckon, Toby P.},
booktitle={Proceedings of the 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition},
series={CVPR '23},
title={Less is More: Reducing Task and Model Complexity for 3D Point Cloud Semantic Segmentation},
year={2023},
month={6},
pages={9361--9371},
numpages={11},
doi={10.1109/CVPR52729.2023.00903},
publisher={IEEE/CVF},
location={Vancouver, Canada},
}
@inproceedings{lu23hard,
author={Lu, Zhengzhi and Wang, He and Chang, Ziyi and Yang, Guoan and Shum, Hubert P. H.},
booktitle={Proceedings of the 2023 IEEE/CVF International Conference on Computer Vision},
series={ICCV '23},
title={Hard No-Box Adversarial Attack on Skeleton-Based Human Action Recognition with Skeleton-Motion-Informed Gradient},
year={2023},
month={10},
pages={4574--4583},
numpages={10},
doi={10.1109/ICCV51070.2023.00424},
publisher={IEEE/CVF},
location={Paris, France},
}
@inproceedings{coronafigueroaa23unaligned,
author={Corona-Figueroa, Abril and Bond-Taylor, Sam and Bhowmik, Neelanjan and Gaus, Yona Falinie A. and Breckon, Toby P. and Shum, Hubert P. H. and Willcocks, Chris G.},
booktitle={Proceedings of the 2023 IEEE/CVF International Conference on Computer Vision},
series={ICCV '23},
title={Unaligned 2D to 3D Translation with Conditional Vector-Quantized Code Diffusion using Transformers},
year={2023},
month={10},
pages={14539--14548},
numpages={10},
doi={10.1109/ICCV51070.2023.01341},
publisher={IEEE/CVF},
location={Paris, France},
}
@inproceedings{feng23enhancing,
author={Feng, Qi and Shum, Hubert P. H. and Morishima, Shigeo},
booktitle={Proceedings of the 2023 IEEE International Symposium on Mixed and Augmented Reality},
series={ISMAR '23},
title={Enhancing Perception and Immersion in Pre-Captured Environments through Learning-Based Eye Height Adaptation},
year={2023},
month={10},
pages={405-414},
numpages={10},
doi={10.1109/ISMAR59233.2023.00055},
publisher={IEEE},
location={Sydney, Australia},
}
@inproceedings{zhou23mixed,
author={Zhou, Kanglei and Chen, Chen and Ma, Yue and Leng, Zhiying and Shum, Hubert P. H. and Li, Frederick W. B. and Liang, Xiaohui},
booktitle={Proceedings of the 2023 IEEE International Symposium on Mixed and Augmented Reality},
series={ISMAR '23},
title={A Mixed Reality Training System for Hand-Object Interaction in Simulated Microgravity Environments},
year={2023},
month={10},
pages={167--176},
numpages={10},
doi={10.1109/ISMAR59233.2023.00031},
publisher={IEEE},
location={Sydney, Australia},
}
@inproceedings{zhang23correlation,
author={Zhang, Francis Xiatian and Zheng, Sisi and Shum, Hubert P. H. and Zhang, Haozheng and Song, Nan and Song, Mingkang and Jia, Hongxiao},
booktitle={Proceedings of the 2023 International Conference on Neural Information Processing},
series={ICONIP '23},
title={Correlation-Distance Graph Learning for Treatment Response Prediction from rs-fMRI},
year={2023},
month={11},
pages={298--312},
numpages={15},
doi={10.1007/978-981-99-8138-0_24},
isbn={978-981-99-8137-3},
publisher={Springer},
location={Changsha, China},
}
@inproceedings{chang23unifying,
author={Chang, Ziyi and Findlay, Edmund J. C. and Zhang, Haozheng and Shum, Hubert P. H.},
booktitle={Proceedings of the 2023 International Conference on Computer Graphics Theory and Applications},
series={GRAPP '23},
title={Unifying Human Motion Synthesis and Style Transfer with Denoising Diffusion Probabilistic Models},
year={2023},
month={2},
pages={64--74},
numpages={11},
doi={10.5220/0011631000003417},
issn={2184-4321},
isbn={978-989-758-634-7},
publisher={SciTePress},
location={Lisbon, Portugal},
}
@inproceedings{vijendran23tackling,
author={Vijendran, Mridula and Li, Frederick W. B. and Shum, Hubert P. H.},
booktitle={Proceedings of the 2023 International Conference on Computer Vision Theory and Applications},
series={VISAPP '23},
title={Tackling Data Bias in Painting Classification with Style Transfer},
year={2023},
month={2},
pages={250--261},
numpages={12},
doi={10.5220/0011776600003417},
issn={2184-4321},
isbn={978-989-758-634-7},
publisher={SciTePress},
location={Lisbon, Portugal},
}
@inproceedings{gaus23region,
author={Gaus, Yona Falinie A. and Bhowmik, Neelanjan and Isaac-Medina, Brian K. S. and Shum, Hubert P. H. and Atapour-Abarghouei, Amir and Breckon, Toby P.},
booktitle={Proceedings of the 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops},
series={CVPRW '23},
title={Region-Based Appearance and Flow Characteristics for Anomaly Detection in Infrared Surveillance Imagery},
year={2023},
month={6},
pages={2995--3005},
numpages={11},
doi={10.1109/CVPRW59228.2023.00301},
publisher={IEEE/CVF},
location={Vancouver, Canada},
}
@article{shum22acm,
author={Shum, Hubert P. H. and Pettré, Julien and Michels, Dominik L. and Pirk, Sören},
journal={Computer Graphics Forum},
title={ACM SIGGRAPH / Eurographics Symposium of Computer Animation 2022},
year={2022},
volume={41},
number={8},
pages={i--xiv},
numpages={14},
doi={10.1111/cgf.14648},
publisher={John Wiley and Sons Ltd.},
Address={Chichester, UK},
}
@article{mccay22posebased,
author={McCay, Kevin D. and Hu, Pengpeng and Shum, Hubert P. H. and Woo, Wai Lok and Marcroft, Claire and Embleton, Nicholas D. and Munteanu, Adrian and Ho, Edmond S. L.},
journal={IEEE Transactions on Neural Systems and Rehabilitation Engineering},
title={A Pose-Based Feature Fusion and Classification Framework for the Early Prediction of Cerebral Palsy in Infants},
year={2022},
volume={30},
pages={8--19},
numpages={12},
doi={10.1109/TNSRE.2021.3138185},
issn={1534-4320 },
publisher={IEEE},
}
@article{organisciak22robin,
author={Organisciak, Daniel and Shum, Hubert P. H. and Nwoye, Ephraim and Woo, Wai Lok},
journal={Expert Systems with Applications},
title={RobIn: A Robust Interpretable Deep Network for Schizophrenia Diagnosis},
year={2022},
volume={201},
pages={117158},
numpages={12},
doi={10.1016/j.eswa.2022.117158},
issn={0957-4174},
publisher={Elsevier},
}
@article{hartley21formation,
author={Hartley, John and Shum, Hubert P. H. and Ho, Edmond S. L. and Wang, He and Ramamoorthy, Subramanian},
journal={Expert Systems with Applications},
title={Formation Control for UAVs Using a Flux Guided Approach},
year={2022},
volume={205},
pages={117665},
numpages={11},
doi={10.1016/j.eswa.2022.117665},
issn={0957-4174},
publisher={Elsevier},
}
@article{zhu22twostream,
author={Zhu, Manli and Men, Qianhui and Ho, Edmond S. L. and Leung, Howard and Shum, Hubert P. H.},
journal={Journal of Medical Systems},
title={A Two-Stream Convolutional Network for Musculoskeletal and Neurological Disorders Prediction},
year={2022},
volume={46},
number={11},
pages={76},
numpages={12},
doi={10.1007/s10916-022-01857-5},
issn={1573-689X},
publisher={Springer},
}
@article{nozawa21car,
author={Nozawa, Naoki and Shum, Hubert P. H. and Feng, Qi and Ho, Edmond S. L. and Morishima, Shigeo},
journal={Visual Computer},
title={3D Car Shape Reconstruction from a Contour Sketch using GAN and Lazy Learning},
year={2022},
volume={38},
number={4},
pages={1317--1330},
numpages={14},
doi={10.1007/s00371-020-02024-y},
issn={1432-2315},
publisher={Springer},
}
@article{men22gan,
author={Men, Qianhui and Shum, Hubert P. H. and Ho, Edmond S. L. and Leung, Howard},
journal={Computers and Graphics},
title={GAN-Based Reactive Motion Synthesis with Class-Aware Discriminators for Human-Human Interaction},
year={2022},
volume={102},
pages={634--645},
numpages={12},
doi={10.1016/j.cag.2021.09.014},
issn={0097-8493},
publisher={Elsevier},
}
@article{zhang22cpagcn,
author={Zhang, Haozheng and Ho, Edmond S. L. and Shum, Hubert P. H.},
journal={Software Impacts},
title={CP-AGCN: Pytorch-Based Attention Informed Graph Convolutional Network for Identifying Infants at Risk of Cerebral Palsy},
year={2022},
volume={14},
pages={100419},
numpages={4},
doi={10.1016/j.simpa.2022.100419},
issn={2665-9638},
publisher={Elsevier},
}
@inproceedings{qiao22geometric,
author={Qiao, Tanqiu and Men, Qianhui and Li, Frederick W. B. and Kubotani, Yoshiki and Morishima, Shigeo and Shum, Hubert P. H.},
booktitle={Proceedings of the 2022 European Conference on Computer Vision},
series={ECCV '22},
title={Geometric Features Informed Multi-Person Human-Object Interaction Recognition in Videos},
year={2022},
month={10},
pages={474--491},
numpages={18},
doi={10.1007/978-3-031-19772-7_28},
isbn={978-3-031-19772-7},
publisher={Springer},
location={Tel Aviv, Israel},
}
@inproceedings{zhang22posebased,
author={Zhang, Haozheng and Ho, Edmond S. L. and Zhang, Francis Xiatian and Shum, Hubert P. H.},
booktitle={Proceedings of the 2022 International Conference on Medical Image Computing and Computer Assisted Intervention},
series={MICCAI '22},
title={Pose-Based Tremor Classification for Parkinson’s Disease Diagnosis from Video},
year={2022},
month={9},
pages={489--499},
numpages={11},
doi={10.1007/978-3-031-16440-8_47},
isbn={978-3-031-16439-2},
publisher={Springer},
location={Singapore, Singapore},
}
@inproceedings{feng22depth,
author={Feng, Qi and Shum, Hubert P. H. and Morishima, Shigeo},
booktitle={Proceedings of the 2022 IEEE Conference on Virtual Reality and 3D User Interfaces},
series={VR '22},
title={360 Depth Estimation in the Wild - The Depth360 Dataset and the SegFuse Network},
year={2022},
month={3},
pages={664--673},
numpages={10},
doi={10.1109/VR51125.2022.00087},
publisher={IEEE},
}
@inproceedings{chang22reconstruction,
author={Chang, Ziyi and Koulieris, George Alex and Shum, Hubert P. H.},
booktitle={Proceedings of the 2022 ACM Symposium on Virtual Reality Software and Technology},
series={VRST '22},
title={3D Reconstruction of Sculptures from Single Images via Unsupervised Domain Adaptation on Implicit Models},
year={2022},
month={11},
pages={1--10},
numpages={10},
doi={10.1145/3562939.3565632},
isbn={9.78E+12},
publisher={ACM},
Address={New York, NY, USA},
location={Tsukuba, Japan},
}
@inproceedings{li22multiclasssgcn,
author={Li, Ruochen and Katsigiannis, Stamos and Shum, Hubert P. H.},
booktitle={Proceedings of the 2022 IEEE International Conference on Image Processing},
series={ICIP '22},
title={Multiclass-SGCN: Sparse Graph-Based Trajectory Prediction with Agent Class Embedding},
year={2022},
month={10},
pages={2346--2350},
numpages={5},
doi={10.1109/ICIP46576.2022.9897644},
publisher={IEEE},
location={Bordeaux, France},
}
@inproceedings{zhang22cerebral,
author={Zhang, Haozheng and Shum, Hubert P. H. and Ho, Edmond S. L.},
booktitle={Proceedings of the 2022 International Conference of the IEEE Engineering in Medicine and Biology Society},
series={EMBC '22},
title={Cerebral Palsy Prediction with Frequency Attention Informed Graph Convolutional Networks},
year={2022},
month={7},
pages={1619--1625},
numpages={7},
doi={10.1109/EMBC48229.2022.9871230},
publisher={IEEE},
location={Glasgow, UK},
}
@inproceedings{coronafigueroaa22mednerf,
author={Corona-Figueroa, Abril and Frawley, Jonathan and Bond-Taylor, Sam and Bethapudi, Sarath and Shum, Hubert P. H. and Willcocks, Chris G.},
booktitle={Proceedings of the 2022 International Conference of the IEEE Engineering in Medicine and Biology Society},
series={EMBC '22},
title={MedNeRF: Medical Neural Radiance Fields for Reconstructing 3D-Aware CT-projections from a Single X-ray},
year={2022},
month={7},
pages={3843--3848},
numpages={6},
doi={10.1109/EMBC48229.2022.9871757},
publisher={IEEE},
location={Glasgow, UK},
}
@inproceedings{zhu22skeleton,
author={Zhu, Manli and Ho, Edmond S. L. and Shum, Hubert P. H.},
booktitle={Proceedings of the 2022 IEEE International Conference on Systems, Man, and Cybernetics},
series={SMC '22},
title={A Skeleton-Aware Graph Convolutional Network for Human-Object Interaction Detection},
year={2022},
month={10},
pages={275--281},
numpages={7},
doi={10.1109/SMC53654.2022.9945149},
publisher={IEEE},
location={Prague, Czech Republic},
}
@inproceedings{zhang22towards,
author={Zhang, Francis Xiatian and Moubayed, Noura Al and Shum, Hubert P. H.},
booktitle={Proceedings of the 2022 IEEE-EMBS International Conference on Biomedical and Health Informatics},
series={BHI '22},
title={Towards Graph Representation Learning Based Surgical Workflow Anticipation},
year={2022},
month={9},
pages={1--4},
numpages={4},
doi={10.1109/BHI56158.2022.9926801},
publisher={IEEE},
location={Ioannina, Greece},
}
@inproceedings{chen22feasibility,
author={Chen, Shuang and Atapour-Abarghouei, Amir and Kerby, Jane and Ho, Edmond S. L. and Sainsbury, David C. G. and Butterworth, Sophie and Shum, Hubert P. H.},
booktitle={Proceedings of the 2022 IEEE-EMBS International Conference on Biomedical and Health Informatics},
series={BHI '22},
title={A Feasibility Study on Image Inpainting for Non-Cleft Lip Generation from Patients with Cleft Lip},
year={2022},
month={9},
pages={1--4},
numpages={4},
doi={10.1109/BHI56158.2022.9926917},
publisher={IEEE},
location={Ioannina, Greece},
}
@inproceedings{organisciak22uavreid,
author={Organisciak, Daniel and Poyser, Matthew and Alsehaim, Aishah and Hu, Shanfeng and Isaac-Medina, Brian K. S. and Breckon, Toby P. and Shum, Hubert P. H.},
booktitle={Proceedings of the 2022 International Conference on Computer Vision Theory and Applications},
series={VISAPP '22},
title={UAV-ReID: A Benchmark on Unmanned Aerial Vehicle Re-Identification in Video Imagery},
year={2022},
month={2},
pages={136--146},
numpages={11},
doi={10.5220/0010836600003124},
isbn={978-989-758-555-5},
publisher={SciTePress},
}
@inproceedings{edmund22style,
author={Findlay, Edmund J. C. and Zhang, Haozheng and Chang, Ziyi and Shum, Hubert P. H.},
booktitle={Proceedings of the 2022 ACM SIGGRAPH Conference on Motion, Interaction and Games},
series={MIG '22},
title={Denoising Diffusion Probabilistic Models for Styled Walking Synthesis},
year={2022},
publisher={ACM},
Address={New York, NY, USA},
location={Guanajuato, Mexico},
}
@article{wang21spatiotemporal,
author={Wang, He and Ho, Edmond S. L. and Shum, Hubert P. H. and Zhu, Zhanxing},
journal={IEEE Transactions on Visualization and Computer Graphics},
title={Spatio-Temporal Manifold Learning for Human Motions via Long-Horizon Modeling},
year={2021},
volume={27},
number={1},
pages={216--227},
numpages={12},
doi={10.1109/TVCG.2019.2936810},
publisher={IEEE},
}
@article{kar21lmzmpm,
author={Kar, Arindam and Pramanik, Sourav and Chakraborty, Arghya and Bhattacharjee, Debotosh and Ho, Edmond S. L. and Shum, Hubert P. H.},
journal={IEEE Transactions on Information Forensics and Security},
title={LMZMPM: Local Modified Zernike Moment Per-Unit Mass for Robust Human Face Recognition},
year={2021},
volume={16},
number={1},
pages={495--509},
numpages={15},
doi={10.1109/TIFS.2020.3015552},
issn={1556-6021},
publisher={IEEE},
}
@article{men21quadruple,
author={Men, Qianhui and Ho, Edmond S. L. and Shum, Hubert P. H. and Leung, Howard},
journal={IEEE Transactions on Circuits and Systems for Video Technology},
title={A Quadruple Diffusion Convolutional Recurrent Network for Human Motion Prediction},
year={2021},
volume={31},
number={9},
pages={3417--3432},
numpages={16},
doi={10.1109/TCSVT.2020.3038145},
issn={1051-8215},
publisher={IEEE},
}
@article{hu21facial,
author={Hu, Shanfeng and Shum, Hubert P. H. and Liang, Xiaohui and Li, Frederick W. B. and Aslam, Nauman},
journal={Expert Systems with Applications},
title={Facial Reshaping Operator for Controllable Face Beautification},
year={2021},
volume={167},
pages={114067},
numpages={13},
doi={10.1016/j.eswa.2020.114067},
issn={0957-4174},
publisher={Elsevier},
}
@article{bera21twostage,
author={Bera, Asish and Bhattacharjee, Debotosh and Shum, Hubert P. H.},
journal={Expert Systems with Applications},
title={Two-Stage Human Verification using HandCAPTCHA and Anti-Spoofed Finger Biometrics with Feature Selection},
year={2021},
volume={171},
pages={114583},
numpages={18},
doi={10.1016/j.eswa.2021.114583},
issn={0957-4174},
publisher={Elsevier},
}
@article{bera21spoofing,
author={Bera, Asish and Dey, Ratnadeep and Bhattacharjee, Debotosh and Nasipuri, Mita and Shum, Hubert P. H.},
journal={Multimedia Tools and Applications},
title={Spoofing Detection on Hand Images Using Quality Assessment},
year={2021},
volume={80},
pages={28603--28626},
numpages={24},
doi={10.1007/s11042-021-10976-z},
issn={1573-7721},
publisher={Springer},
}
@article{men21pytorch,
author={Men, Qianhui and Shum, Hubert P. H.},
journal={Software Impacts},
title={PyTorch-Based Implementation of Label-Aware Graph Representation for Multi-Class Trajectory Prediction},
year={2021},
volume={11},
pages={100201},
numpages={3},
doi={10.1016/j.simpa.2021.100201},
issn={2665-9638},
publisher={Elsevier},
}
@inproceedings{leng21image,
author={Leng, Zhiying and Chen, Jiaying and Shum, Hubert P. H. and Li, Frederick W. B. and Liang, Xiaohui},
booktitle={Proceedings of the 2021 IEEE Conference on Virtual Reality and 3D User Interfaces},
series={VR '21},
title={Stable Hand Pose Estimation under Tremor via Graph Neural Network},
year={2021},
month={3},
pages={226--234},
numpages={9},
doi={10.1109/VR50410.2021.00044},
issn={2642-5254},
publisher={IEEE},
}
@inproceedings{zhou21stgae,
author={Zhou, Kanglei and Chen, Jiaying and Shum, Hubert P. H. and Li, Frederick W. B. and Liang, Xiaohui},
booktitle={Proceedings of the 2021 IEEE International Symposium on Mixed and Augmented Reality},
series={ISMAR '21},
title={STGAE: Spatial Temporal Graph Auto-Encoder for Hand Motion Denoising},
year={2021},
month={10},
pages={41--49},
numpages={9},
doi={10.1109/ISMAR52148.2021.00018},
issn={1554-7868},
publisher={IEEE},
location={Bari, Italy},
}
@inproceedings{rainbow21semantics,
author={Rainbow, Ben and Men, Qianhui and Shum, Hubert P. H.},
booktitle={Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics},
series={SMC '21},
title={Semantics-STGCNN: A Semantics-Guided Spatial-Temporal Graph Convolutional Network for Multi-Class Trajectory Prediction},
year={2021},
month={10},
pages={2959--2966},
numpages={8},
doi={10.1109/SMC52423.2021.9658781},
issn={2959-2966},
publisher={IEEE},
location={Melbourne, Australia},
}
@inproceedings{li21durlar,
author={Li, Li and Ismail, Khalid N. and Shum, Hubert P. H. and Breckon, Toby P.},
booktitle={Proceedings of the 2021 International Conference on 3D Vision},
series={3DV '21},
title={DurLAR: A High-fidelity 128-Channel LiDAR Dataset with Panoramic Ambientand Reflectivity Imagery for Multi-Modal Autonomous Driving Applications},
year={2021},
month={12},
pages={1227--1237},
numpages={11},
doi={10.1109/3DV53792.2021.00130},
publisher={IEEE},
}
@inproceedings{zhu21interpreting,
author={Zhu, Manli and Men, Qianhui and Ho, Edmond S. L. and Leung, Howard and Shum, Hubert P. H.},
booktitle={Proceedings of the 2021 IEEE-EMBS International Conference on Biomedical and Health Informatics},
series={BHI '21},
title={Interpreting Deep Learning Based Cerebral Palsy Prediction with Channel Attention},
year={2021},
month={7},
pages={1--4},
numpages={4},
doi={10.1109/BHI50953.2021.9508619},
issn={2641-3604},
publisher={IEEE},
}
@inproceedings{luca21humancentric,
author={Crosato, Luca and Wei, Chongfeng and Ho, Edmond S. L. and Shum, Hubert P. H.},
booktitle={Proceedings of the 2021 IEEE International Conference on Human-Machine Systems},
series={ICHMS '21},
title={Human-Centric Autonomous Driving in an AV-Pedestrian Interactive Environment Using SVO},
year={2021},
month={9},
pages={1--6},
numpages={6},
doi={10.1109/ICHMS53169.2021.9582640},
publisher={IEEE},
location={Magdeburg, Germany},
}
@inproceedings{issacmedina21unmanned,
author={Isaac-Medina, Brian K. S. and Poyser, Matthew and Organisciak, Daniel and Willcocks, Chris G. and Breckon, Toby P. and Shum, Hubert P. H.},
booktitle={Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision Workshops},
series={ICCVW '21},
title={Unmanned Aerial Vehicle Visual Detection and Tracking using Deep Neural Networks: A Performance Benchmark},
year={2021},
month={10},
pages={1223--1232},
numpages={10},
doi={10.1109/ICCVW54120.2021.00142},
publisher={IEEE/CVF},
}
@inproceedings{feng21biprojection,
author={Feng, Qi and Shum, Hubert P. H. and Morishima, Shigeo},
booktitle={Proceedings of the 2021 Visual Computing},
series={VC '21},
title={Bi-Projection Based Foreground-Aware Omnidirectional Depth Prediction},
year={2021},
month={9},
numpages={6},
}
@article{duan21crowd,
author={Duan, Haoran and Wan, Fan and Sun, Rui and Wang, Zeyu and Ojha, Varun and Guan, Yu and Shum, Hubert P. H. and Hu, Bingzhang and Long, Yang},
journal={arXiv},
title={Semi-Supervised Crowd Counting from Unlabeled Data},
year={2021},
numpages={24},
eprint={arXiv:2108.13969},
archivePrefix={arXiv},
primaryClass={cs.CV},
doi={10.48550/arXiv.2108.13969},
url={https://arxiv.org/abs/2108.13969},
}
@article{shao20special,
author={Shao, Ling and Shum, Hubert P. H. and Hospedales, Timothy},
journal={International Journal of Computer Vision},
title={Editorial: Special Issue on Machine Vision with Deep Learning},
year={2020},
volume={128},
number={4},
pages={771--772},
numpages={2},
doi={10.1007/s11263-020-01317-y},
issn={1573-1405},
publisher={Springer},
}
@article{mariepaule20foreword,
author={Cani, Marie-Paule and Ho, Edmond S. L. and Popa, Tiberiu and Shum, Hubert P. H.},
journal={Computers and Graphics},
title={Foreword to Special Section on Motion, Interactions and Games},
year={2020},
volume={89},
pages={A4--A5},
numpages={2},
doi={10.1016/j.cag.2020.05.023},
issn={0097-8493},
publisher={Elsevier},
}
@article{shen20interaction,
author={Shen, Yijun and Yang, Longzhi and Ho, Edmond S. L. and Shum, Hubert P. H.},
journal={IEEE Transactions on Visualization and Computer Graphics},
title={Interaction-Based Human Activity Comparison},
year={2020},
volume={26},
number={8},
pages={115673--115684},
numpages={14},
doi={10.1109/TVCG.2019.2893247},
publisher={IEEE},
}
@article{hu20deep,
author={Hu, Shanfeng and Shum, Hubert P. H. and Aslam, Nauman and Li, Frederick W. B. and Liang, Xiaohui},
journal={IEEE Transactions on Multimedia},
title={A Unified Deep Metric Representation for Mesh Saliency Detection and Non-Rigid Shape Matching},
year={2020},
volume={22},
number={9},
pages={2278--2292},
numpages={15},
doi={10.1109/TMM.2019.2952983},
issn={1941-0077},
publisher={IEEE},
}
@article{hu20sparse,
author={Hu, Shanfeng and Liang, Xiaohui and Shum, Hubert P. H. and Li, Frederick W. B. and Aslam, Nauman},
journal={Neurocomputing},
title={Sparse Metric-Based Mesh Saliency},
year={2020},
volume={400},
pages={11--23},
numpages={13},
doi={10.1016/j.neucom.2020.02.106},
issn={0925-2312},
publisher={Elsevier},
}
@article{huang20highspeed,
author={Huang, Ying and Shum, Hubert P. H. and Ho, Edmond S. L. and Aslam, Nauman},
journal={Computer Vision and Image Understanding},
title={High-Speed Multi-Person Pose Estimation with Deep Feature Transfer},
year={2020},
volume={197-198},
pages={103010},
numpages={14},
doi={10.1016/j.cviu.2020.103010},
issn={1077-3142},
publisher={Elsevier},
}
@article{daniel20unifying,
author={Organisciak, Daniel and Sakkos, Dimitrios and Ho, Edmond S. L. and Aslam, Nauman and Shum, Hubert P. H.},
journal={IEEE Access},
title={Unifying Person and Vehicle Re-Identification},
year={2020},
volume={8},
pages={115673--115684},
numpages={12},
doi={10.1109/ACCESS.2020.3004092},
issn={2169-3536},
publisher={IEEE},
}
@article{mccay20abnormal,
author={McCay, Kevin D. and Ho, Edmond S. L. and Shum, Hubert P. H. and Fehringer, Gerhard and Marcroft, Claire and Embleton, Nicholas},
journal={IEEE Access},
title={Abnormal Infant Movements Classification with Deep Learning on Pose-Based Features},
year={2020},
volume={8},
number={1},
pages={51582--51592},
numpages={11},
doi={10.1109/ACCESS.2020.2980269},
issn={2169-3536},
publisher={IEEE},
}
@article{bhattacharya20privacy,
author={Bhattacharya, Munmun and Roy, Sandip and Mistry, Kamlesh and Shum, Hubert P. H. and Chattopadhyay, Samiran},
journal={IEEE Access},
title={A Privacy-Preserving Efficient Location-Sharing Scheme for Mobile Online Social Network Applications},
year={2020},
pages={221330--221351},
numpages={22},
doi={10.1109/ACCESS.2020.3043621},
issn={2169-3536},
publisher={IEEE},
}
@article{baig20filtering,
author={Baig, Muhammad Zeeshan and Aslam, Nauman and Shum, Hubert P. H.},
journal={Artificial Intelligence Review},
title={Filtering Techniques for Channel Selection in Motor Imagery EEG Applications: A Survey},
year={2020},
volume={53},
number={2},
pages={1207--1232},
numpages={26},
doi={10.1007/s10462-019-09694-8},
publisher={Springer},
}
@article{hu21multitask,
author={Hu, Yuan and Shum, Hubert P. H. and Ho, Edmond S. L.},
journal={IET Intelligent Transport Systems},
title={Multi-Task Deep Learning with Optical Flow Features for Self-Driving Cars},
year={2020},
volume={14},
number={13},
pages={1845--1854},
numpages={10},
doi={10.1049/iet-its.2020.0439},
issn={1751-956X},
publisher={Institution of Engineering and Technology},
}
@article{zhang20cumuliform,
author={Zhang, Zili and Ma, Yue and Li, Yunfei and Li, Frederick W. B. and Shum, Hubert P. H. and Yang, Bailin and Guo, Jing and Liang, Xiaohui},
journal={Graphical Models},
title={Cumuliform Cloud Formation Control using Parameter-Predicting Convolutional Neural Network},
year={2020},
volume={111},
pages={101083},
numpages={13},
doi={10.1016/j.gmod.2020.101083},
issn={1524-0703},
publisher={Elsevier},
}
@article{sakkos20image,
author={Sakkos, Dimitrios and Ho, Edmond S. L. and Shum, Hubert P. H. and Elvin, Garry},
journal={Journal of Enterprise Information Management},
title={Image Editing Based Data Augmentation for Illumination-Insensitive Background Subtraction},
year={2020},
doi={10.1108/JEIM-02-2020-0042},
issn={1741-0398},
publisher={Emerald Publishing Limited},
}
@article{feng20resolving,
author={Feng, Qi and Shum, Hubert P. H. and Morishima, Shigeo},
journal={Computer Animation and Virtual Worlds},
title={Resolving Hand-Object Occlusion for Mixed Reality with Joint Deep Learning and Model Optimization},
year={2020},
volume={31},
number={4--5},
pages={e1956},
numpages={12},
doi={10.1002/cav.1956},
publisher={John Wiley and Sons Ltd.},
Address={Chichester, UK},
}
@article{feng20foreground,
author={Feng, Qi and Shum, Hubert P. H. and Morishima, Shigeo},
journal={Journal of WSCG},
title={Foreground-Aware Dense Depth Estimation for 360 Images},
year={2020},
month={5},
volume={28},
number={1--2},
pages={79--88},
numpages={10},
doi={10.24132/JWSCG.2020.28.10},
issn={1213-6972},
location={Plzen, Czech Republic},
}
@inproceedings{men20interaction,
author={Men, Qianhui and Leung, Howard and Ho, Edmond S. L. and Shum, Hubert P. H.},
booktitle={Proceedings of the 2020 International Conference on Pattern Recognition},
series={ICPR '20},
title={A Two-Stream Recurrent Network for Skeleton-Based Human Interaction Recognition},
year={2020},
month={1},
pages={2771--2778},
numpages={8},
doi={10.1109/ICPR48806.2021.9412538},
location={Milan, Italy},
}
@inproceedings{organisciak20makeup,
author={Organisciak, Daniel and Ho, Edmond S. L. and Shum, Hubert P. H.},
booktitle={Proceedings of the 2020 International Conference on Pattern Recognition},
series={ICPR '20},
title={Makeup Style Transfer on Low-Quality Images with Weighted Multi-Scale Attention},
year={2020},
month={1},
pages={6011--6018},
numpages={8},
doi={10.1109/ICPR48806.2021.9412604},
location={Milan, Italy},
}
@inproceedings{nozawa20single,
author={Nozawa, Naoki and Shum, Hubert P. H. and Ho, Edmond S. L. and Morishima, Shigeo},
booktitle={Proceedings of the 2020 International Conference on Computer Graphics Theory and Applications},
series={GRAPP '20},
title={Single Sketch Image Based 3D Car Shape Reconstruction with Deep Learning and Lazy Learning},
year={2020},
month={2},
pages={179--190},
numpages={12},
doi={10.5220/0009157001790190},
issn={2184-4321},
isbn={978-989-758-402-2},
publisher={SciTePress},
location={Valletta, Malta},
}
@inproceedings{shummig2019,
author={Shum, Hubert P. H. and Ho, Edmond S. L. and Cani, Marie-Paule and Popa, Tiberiu and Holden, Daniel and Wang, He},
booktitle={Proceedings of the 2019 ACM SIGGRAPH Conference on Motion, Interaction and Games},
series={MIG '19},
title={MIG '19: Motion, Interaction and Games},
year={2019},
month={10},
doi={10.1145/3359566},
isbn={978-1-4503-6994-7},
publisher={ACM},
Address={New York, NY, USA},
location={Newcastle upon Tyne, United Kingdom},
}
@article{zhang19multiview,
author={Zhang, Lining and Shum, Hubert P. H. and Liu, Li and Guo, Guodong and Shao, Ling},
journal={Neurocomputing},
title={Multiview Discriminative Marginal Metric Learning for Makeup Face Verification},
year={2019},
volume={333},
pages={339--350},
numpages={12},
doi={10.1016/j.neucom.2018.12.003},
issn={0925-2312},
publisher={Elsevier},
}
@article{sakkos19illuminationaware,
author={Sakkos, Dimitrios and Ho, Edmond S. L. and Shum, Hubert P. H.},
journal={IEEE Access},
title={Illumination-Aware Multi-Task GANs for Foreground Segmentation},
year={2019},
volume={7},
number={1},
pages={10976--10986},
numpages={12},
doi={10.1109/ACCESS.2019.2891943},
issn={2169-3536},
publisher={IEEE},
}
@article{barman19secure,
author={Barman, Subhas and Shum, Hubert P. H. and Chattopadhyay, Samiran and Samanta, Debasis},
journal={IEEE Access},
title={A Secure Authentication Protocol for Multi-Server-Based e-Healthcare using a Fuzzy Commitment Scheme},
year={2019},
volume={7},
number={1},
pages={12557--12574},
numpages={18},
doi={10.1109/ACCESS.2019.2893185},
issn={2169-3536},
publisher={IEEE},
}
@article{hu19newmethod,
author={Hu, Pengpeng and Ho, Edmond S. L. and Aslam, Nauman and Komura, Taku and Shum, Hubert P. H.},
journal={Textile Research Journal},
title={A New Method to Evaluate the Dynamic Air Gap Thickness and Garment Sliding of Virtual Clothes During Walking},
year={2019},
volume={89},
number={19--20},
pages={4148--4161},
numpages={14},
doi={10.1177/0040517519826930},
publisher={SAGE},
}
@article{chan19generic,
author={Chan, Jacky C. P. and Shum, Hubert P. H. and Wang, He and Yi, Li and Wei, Wei and Ho, Edmond S. L.},
journal={Computer Animation and Virtual Worlds},
title={A Generic Framework for Editing and Synthesizing Multimodal Data with Relative Emotion Strength},
year={2019},
volume={30},
number={6},
pages={e1871},
numpages={20},
doi={10.1002/cav.1871},
publisher={John Wiley and Sons Ltd.},
Address={Chichester, UK},
}
@article{yao19curvature,
author={Tan, Yao and Shum, Hubert P. H. and Chao, Fei and Vijayakumar, V. and Yang, Longzhi},
journal={Journal of Intelligent and Fuzzy Systems},
title={Curvature-Based Sparse Rule Base Generation for Fuzzy Rule Interpolation},
year={2019},
volume={36},
number={5},
pages={4201--4214},
numpages={12},
doi={10.3233/JIFS-169978},
publisher={IOS Press},
}
@article{xu19hybrid,
author={Xu, Shoujiang and Ho, Edmond S. L. and Shum, Hubert P. H.},
journal={Mechatronic Systems and Control},
title={A Hybrid Metaheuristic Navigation Algorithm for Robot Path Rolling Planning in an Unknown Environment},
year={2019},
volume={47},
number={4},
pages={216--224},
numpages={9},
doi={10.2316/J.2019.201-3000},
issn={2561-178X},
publisher={ACTA Press},
}
@article{organisciak19triplet,
author={Organisciak, Daniel and Riachy, Chirine and Aslam, Nauman and Shum, Hubert P. H.},
journal={Journal of WSCG},
title={Triplet Loss with Channel Attention for Person Re-Identification},
year={2019},
volume={27},
number={2},
pages={161--169},
numpages={9},
doi={10.24132/JWSCG.2019.27.2.9},
issn={1213-6972},
location={Plzen, Czech Republic},
}
@inproceedings{iwamoto19automatic,
author={Iwamoto, Naoya and Shum, Hubert P. H. and Asahina, Wakana and Morishima, Shigeo},
booktitle={Proceedings of the 2019 ACM SIGGRAPH Conference on Motion, Interaction and Games},
series={MIG '19},
title={Automatic Sign Dance Synthesis from Gesture-Based Sign Language},
year={2019},
month={10},
pages={18:1--18:9},
numpages={9},
doi={10.1145/3359566.3360069},
isbn={978-1-4503-6994-7},
publisher={ACM},
Address={New York, NY, USA},
location={Newcastle upon Tyne, UK},
}
@inproceedings{hu19dspp,
author={Hu, Shanfeng and Shum, Hubert P. H. and Mucherino, Antonio},
booktitle={Proceedings of the 2019 ACM SIGGRAPH Conference on Motion, Interaction and Games},
series={MIG '19},
title={DSPP: Deep Shape and Pose Priors of Humans},
year={2019},
month={10},
pages={1:1--1:6},
numpages={6},
doi={10.1145/3359566.3360051},
isbn={978-1-4503-6994-7},
publisher={ACM},
Address={New York, NY, USA},
location={Newcastle upon Tyne, UK},
}
@inproceedings{sakkos19triplet,
author={Sakkos, Dimitrios and Shum, Hubert P. H. and Ho, Edmond S. L.},
booktitle={Proceedings of the 2019 International Conference on Software, Knowledge, Information Management and Applications},
series={SKIMA '19},
title={Illumination-Based Data Augmentation for Robust Background Subtraction},
year={2019},
month={8},
pages={1--8},
numpages={8},
doi={10.1109/SKIMA47702.2019.8982527},
publisher={IEEE},
location={Island of Ukulhas, Maldives},
}
@inproceedings{nozawa193dcar,
author={Nozawa, Naoki and Shum, Hubert P. H. and Ho, Edmond S. L. and Morishima, Shigeo},
booktitle={Proceedings of the 2019 ACM SIGGRAPH Conference on Motion, Interaction and Games},
series={MIG '19},
title={3D Car Shape Reconstruction from a Single Sketch Image},
year={2019},
month={10},
pages={37:1--37:2},
numpages={2},
doi={10.1145/3359566.3364693},
isbn={978-1-4503-6994-7},
publisher={ACM},
Address={New York, NY, USA},
location={Newcastle upon Tyne, UK},
}
@inproceedings{zhang19priorless,
author={Zhang, Jingtian and Shum, Hubert P. H. and McCay, Kevin D. and Ho, Edmond S. L.},
booktitle={Proceedings of the 2019 ACM SIGGRAPH Conference on Motion, Interaction and Games},
series={MIG '19},
title={Prior-Less 3D Human Shape Reconstruction with an Earth Mover's Distance Informed CNN},
year={2019},
month={10},
pages={44:1--44:2},
numpages={2},
doi={10.1145/3359566.3364694},
isbn={978-1-4503-6994-7},
publisher={ACM},
Address={New York, NY, USA},
location={Newcastle upon Tyne, UK},
}
@inproceedings{hall19interactive,
author={Hall, Jake and Chan, Jacky C. P. and Shum, Hubert P. H. and Ho, Edmond S. L.},
booktitle={Proceedings of the 2019 ACM SIGGRAPH Conference on Motion, Interaction and Games},
series={MIG '19},
title={An Interactive Motion Analysis Framework for Diagnosing and Rectifying Potential Injuries Caused Through Resistance Training},
year={2019},
month={10},
pages={39:1--39:2},
numpages={2},
doi={10.1145/3359566.3364688},
isbn={978-1-4503-6994-7},
publisher={ACM},
Address={New York, NY, USA},
location={Newcastle upon Tyne, UK},
}
@incollection{plantard19motion,
author={Plantard, Pierre and Shum, Hubert P. H. and Multon, Franck},
booktitle={DHM and Posturography},
title={Motion Analysis of Work Conditions using Commercial Depth Cameras in Real Industrial Conditions},
year={2019},
pages={673--682},
numpages={10},
doi={10.1016/B978-0-12-816713-7.00052-0},
isbn={978-0-12-816713-7},
publisher={Academic Press},
}
@incollection{li19machine,
author={Li, Jie and Qu, Yanpeng and Chao, Fei and Shum, Hubert P. H. and Ho, Edmond S. L. and Yang, Longzhi},
booktitle={AI in Cybersecurity},
title={Machine Learning Algorithms for Network Intrusion Detection},
year={2019},
pages={151--179},
numpages={29},
doi={10.1007/978-3-319-98842-9_6},
isbn={978-3-319-98842-9},
publisher={Springer International Publishing},
Address={Cham},
}
@article{zhang18arbitrary,
author={Zhang, Jingtian and Shum, Hubert P. H. and Han, Jungong and Shao, Ling},
journal={IEEE Transactions on Image Processing},
title={Action Recognition from Arbitrary Views Using Transferable Dictionary Learning},
year={2018},
volume={27},
number={10},
pages={4709--4723},
numpages={15},
doi={10.1109/TIP.2018.2836323},
issn={1057-7149},
publisher={IEEE},
}
@article{rueangsirarak18automatic,
author={Rueangsirarak, Worasak and Zhang, Jingtian and Aslam, Nauman and Shum, Hubert P. H.},
journal={IEEE Transactions on Neural Systems and Rehabilitation Engineering},
title={Automatic Musculoskeletal and Neurological Disorder Diagnosis with Relative Joint Displacement from Human Gait},
year={2018},
volume={26},
number={12},
pages={2387--2396},
numpages={10},
doi={10.1109/TNSRE.2018.2880871},
issn={1534-4320},
publisher={IEEE},
}
@article{shen18datadriven,
author={Shen, Yijun and Henry, Joseph and Wang, He and Ho, Edmond S. L. and Komura, Taku and Shum, Hubert P. H.},
journal={Computer Graphics Forum},
title={Data-Driven Crowd Motion Control with Multi-Touch Gestures},
year={2018},
volume={37},
number={6},
pages={382--394},
numpages={14},
doi={10.1111/cgf.13333},
issn={1467-8659},
publisher={John Wiley and Sons Ltd.},
Address={Chichester, UK},
}
@article{yang18ccesk,
author={Yang, Yang and Leung, Howard and Shum, Hubert P. H. and Li, Jiao and Zeng, Lanling and Aslam, Nauman and Pan, Zhigeng},
journal={IEEE Transactions on Learning Technologies},
title={CCESK: A Chinese Character Educational System Based on Kinect},
year={2018},
volume={11},
number={3},
pages={342--347},
numpages={6},
doi={10.1109/TLT.2017.2723888},
issn={1939-1382},
publisher={IEEE},
}
@article{godfrey18from,
author={Godfrey, Alan and Hetherington, Victoria and Shum, Hubert P. H. and Bonato, Paolo and Lovell, Nigel and Stuart, Sam},
journal={Maturitas},
title={From A to Z: Wearable Technology Explained},
year={2018},
volume={113},
pages={40--47},
numpages={8},
doi={10.1016/j.maturitas.2018.04.012},
issn={0378-5122},
publisher={Elsevier},
}
@article{liu18high,
author={Liu, Zhiguang and Zhou, Liuyang and Leung, Howard and Shum, Hubert P. H.},
journal={Computers and Graphics},
title={High-Quality Compatible Triangulations and Their Application in Interactive Animation},
year={2018},
volume={76},
pages={60--72},
numpages={14},
doi={10.1016/j.cag.2018.07.002},
issn={0097-8493},
publisher={Elsevier},
}
@inproceedings{hu18dualstream,
author={Hu, Shanfeng and Bhattacharya, Hindol and Chattopadhyay, Matangini and Aslam, Nauman and Shum, Hubert P. H.},
booktitle={Proceedings of the 2018 International Conference on Software, Knowledge, Information Management and Applications},
series={SKIMA '18},
title={A Dual-Stream Recurrent Neural Network for Student Feedback Prediction using Kinect},
year={2018},
month={12},
pages={1--8},
numpages={8},
doi={10.1109/SKIMA.2018.8631537},
issn={2573-3214},
publisher={IEEE},
location={Phnom Penh, Cambodia},
}
@inproceedings{stef18synthesizing,
author={Stef, Andreea and Perera, Kaveen and Shum, Hubert P. H. and Ho, Edmond S. L.},
booktitle={Proceedings of the 2018 International Conference on Software, Knowledge, Information Management and Applications},
series={SKIMA '18},
title={Synthesizing Expressive Facial and Speech Animation by Text-to-IPA Translation with Emotion Control},
year={2018},
month={12},
pages={1--8},
numpages={8},
doi={10.1109/SKIMA.2018.8631536},
issn={2573-3214},
publisher={IEEE},
location={Phnom Penh, Cambodia},
}
@inproceedings{flinton18netivar,
author={Flinton, Christopher and Anderson, Philip and Shum, Hubert P. H. and Ho, Edmond S. L.},
booktitle={Proceedings of the 2018 International Conference on Software, Knowledge, Information Management and Applications},
series={SKIMA '18},
title={NETIVAR: NETwork Information Visualization Based on Augmented Reality},
year={2018},
month={12},
pages={1--8},
numpages={8},
doi={10.1109/SKIMA.2018.8631530},
issn={2573-3214},
publisher={IEEE},
location={Phnom Penh, Cambodia},
}
@inproceedings{rueangsirarak18identifying,
author={Rueangsirarak, Worasak and Kaewkaen, Kitchana and Shum, Hubert P. H.},
booktitle={Proceedings of the 2018 International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology},
series={ECTI-CON '18},
title={Identifying Abnormal Gait in Older People during Multiple-Tasks Assessment with Audio-Visual Cues},
year={2018},
month={7},
pages={780--783},
numpages={4},
doi={10.1109/ECTICon.2018.8619931},
publisher={IEEE},
location={Chaing Rai, Thailand},
}
@inproceedings{zuo18saliency,
author={Zuo, Zheming and Organisciak, Daniel and Shum, Hubert P. H. and Yang, Longzhi},
booktitle={Proceedings of the 2018 British Machine Vision Conference Workshop on Image Analysis for Human Facial and Activity Recognition},
series={IAHFAR '18},
title={Saliency-Informed Spatio-Temporal Vector of Locally Aggregated Descriptors and Fisher Vectors for Visual Action Recognition},
year={2018},
month={9},
numpages={11},
location={Newcastle upon Tyne, UK},
}
@inproceedings{ho18using,
author={Ho, Edmond S. L. and McCay, Kevin D. and Shum, Hubert P. H. and Yang, Longzhi and Sainsbury, David and Hodgkinson, Peter},
booktitle={Proceedings of the 2018 UK-China Newton Fund Researcher Links Workshop Health and Well-being Through VR and AR},
series={AR '21},
title={Patient Assessment Assistant Using Augmented Reality},
year={2018},
month={6},
numpages={9},
location={Xian, China},
}
@inproceedings{feng18occlusion,
author={Feng, Qi and Shum, Hubert P. H. and Morishima, Shigeo},
booktitle={Proceedings of the 2018 Meeting on Image Recognition and Understanding},
series={MIRU '18},
title={Occlusion for 3D Object Manipulation with Hands in Augmented Reality},
year={2018},
month={8},
numpages={4},
location={Sapporo, Japan},
}
@inproceedings{feng18resolving,
author={Feng, Qi and Shum, Hubert P. H. and Morishima, Shigeo},
booktitle={Proceedings of the 2018 ACM Symposium on Virtual Reality Software and Technology},
series={VRST '18},
title={Resolving Occlusion for 3D Object Manipulation with Hands in Mixed Reality},
year={2018},
month={11},
numpages={2},
doi={10.1145/3281505.3283390},
isbn={9.78E+12},
publisher={ACM},
Address={New York, NY, USA},
location={Tokyo, Japan},
}
@article{shum17foreward,
author={Shum, Hubert P. H. and Boulic, Ronan and Neff, Michael},
journal={Computers and Graphics},
title={Foreword to the Special Section on Motion in Games 2016},
year={2017},
volume={69},
pages={A3--A4},
numpages={2},
doi={10.1016/j.cag.2017.11.002},
issn={0097-8493},
publisher={Elsevier},
}
@article{zhang17manifold,
author={Zhang, Lining and Shum, Hubert P. H. and Shao, Ling},
journal={IEEE Transactions on Image Processing},
title={Manifold Regularized Experimental Design for Active Learning},
year={2017},
month={2},
volume={26},
number={2},
pages={969--981},
numpages={14},
doi={10.1109/TIP.2016.2635440},
issn={1057-7149},
publisher={IEEE},
}
@article{plantard16validation,
author={Plantard, Pierre and Shum, Hubert P. H. and Pierres, Anne-Sophie Le and Multon, Franck},
journal={Applied Ergonomics},
title={Validation of an Ergonomic Assessment Method using Kinect Data in Real Workplace Conditions},
year={2017},
volume={65},
number={Supplement C},
pages={562--569},
numpages={8},
doi={10.1016/j.apergo.2016.10.015},
issn={0003-6870},
publisher={Elsevier},
}
@article{baig17differential,
author={Baig, Muhammad Zeeshan and Aslam, Nauman and Shum, Hubert P. H. and Zhang, Li},
journal={Expert Systems with Applications},
title={Differential Evolution Algorithm as a Tool for Optimal Feature Subset Selection in Motor Imagery EEG},
year={2017},
volume={90},
pages={184--195},
numpages={12},
doi={10.1016/j.eswa.2017.07.033},
issn={0957-4174},
publisher={Elsevier},
}
@article{shen17posture,
author={Shen, Yijun and Wang, He and Ho, Edmond S. L. and Yang, Longzhi and Shum, Hubert P. H.},
journal={Computers and Graphics},
title={Posture-Based and Action-Based Graphs for Boxing Skill Visualization},
year={2017},
volume={69},
number={Supplement C},
pages={104--115},
numpages={13},
doi={10.1016/j.cag.2017.09.007},
issn={0097-8493},
publisher={Elsevier},
}
@article{plantard16filtered,
author={Plantard, Pierre and Shum, Hubert P. H. and Multon, Franck},
journal={Multimedia Tools and Applications},
title={Filtered Pose Graph for Efficient Kinect Pose Reconstruction},
year={2017},
volume={76},
number={3},
pages={4291--4312},
numpages={22},
doi={10.1007/s11042-016-3546-4},
issn={1573-7721},
publisher={Springer-Verlag},
Address={Berlin, Heidelberg},
}
@article{plantard17inverse,
author={Plantard, Pierre and Muller, Antoine and Pontonnier, Charles and Dumont, Georges and Shum, Hubert P. H. and Multon, Franck},
journal={International Journal of Industrial Ergonomics},
title={Inverse Dynamics Based on Occlusion-Resistant Kinect Data: Is It Usable for Ergonomics?},
year={2017},
volume={61},
pages={71--80},
numpages={10},
doi={10.1016/j.ergon.2017.05.010},
issn={0169-8141},
publisher={Elsevier},
}
@article{plantard17usability,
author={Plantard, Pierre and Shum, Hubert P. H. and Multon, Franck},
journal={International Journal Human Factors Modelling and Simulation},
title={Usability of Corrected Kinect Measurement for Ergonomic Evaluation in Constrained Environment},
year={2017},
volume={5},
number={4},
pages={338-353},
numpages={16},
doi={10.1504/IJHFMS.2017.10007534},
issn={1742-5549},
publisher={Inderscience},
}
@inproceedings{iwamoto17dancedj,
author={Iwamoto, Naoya and Kato, Takuya and Shum, Hubert P. H. and Kakitsuka, Ryo and Hara, Kenta and Morishima, Shigeo},
booktitle={Proceedings of the 2017 International Conference on Advances in Computer Entertainment Technology},
series={ACE '17},
title={DanceDJ: A 3D Dance Animation Authoring System for Live Performance},
year={2017},
month={12},
pages={653--670},
numpages={18},
doi={10.1007/978-3-319-76270-8_46},
isbn={978-3-319-76270-8},
location={London, UK},
}
@inproceedings{ho17synthesizing,
author={Ho, Edmond S. L. and Shum, Hubert P. H. and Wang, He and Yi, Li},
booktitle={Proceedings of the 2017 ACM SIGGRAPH Asia Workshop on Data-Driven Animation Techniques},
series={D2AT '17},
title={Synthesizing Motion with Relative Emotion Strength},
year={2017},
month={11},
numpages={8},
location={Bangkok, Thailand},
}
@inproceedings{liu17highquality,
author={Liu, Zhiguang and Leung, Howard and Zhou, Liuyang and Multon, Franck and Shum, Hubert P. H.},
booktitle={Proceedings of the 2017 ACM SIGGRAPH Asia Workshop on Data-Driven Animation Techniques},
series={D2AT '17},
title={High Quality Compatible Triangulations for Planar Shape Animation},
year={2017},
month={11},
numpages={8},
location={Bangkok, Thailand},
}
@inproceedings{hu17motion,
author={Hu, Shanfeng and Rueangsirarak, Worasak and Bouchee, Maxime and Aslam, Nauman and Shum, Hubert P. H.},
booktitle={Proceedings of the 2017 International Conference on Software, Knowledge, Information Management and Applications},
series={SKIMA '17},
title={A Motion Classification Approach to Fall Detection},
year={2017},
month={12},
pages={1--6},
numpages={6},
doi={10.1109/SKIMA.2017.8294096},
issn={2573-3214},
publisher={IEEE},
location={Colombo, Sri Lanka},
}
@inproceedings{xu17unsupervised,
author={Xu, Shoujiang and Ho, Edmond S. L. and Aslam, Nauman and Shum, Hubert P. H.},
booktitle={Proceedings of the 2017 International Conference on Software, Knowledge, Information Management and Applications},
series={SKIMA '17},
title={Unsupervised Abnormal Behaviour Detection with Overhead Crowd Video},
year={2017},
month={12},
pages={1--6},
numpages={6},
doi={10.1109/SKIMA.2017.8294092},
issn={2573-3214},
publisher={IEEE},
location={Colombo, Sri Lanka},
}
@inproceedings{mekurai17biofeedback,
author={Rueangsirarak, Worasak and Mekurai, Chayuti and Shum, Hubert P. H. and Uttama, Surapong and Chaisricharoen, Roungsan and Kaewkaen, Kitchana},
booktitle={Proceedings of the 2017 Global Wireless Summit},
series={GWS '17},
title={Biofeedback Assessment for Older People with Balance Impairment using a Low-Cost Balance Board},
year={2017},
month={10},
pages={64--69},
numpages={6},
doi={10.1109/GWS.2017.8300483},
location={Cape Town, South Africa},
}
@inproceedings{neff16proceedings,
author={Neff, Michael and Geraerts, Roland and Shum, Hubert P. H.},
booktitle={Proceedings of the 2016 ACM International Conference on Motion in Games},
series={MIG '16},
title={Proceedings of the 9th International Conference on Motion in Games},
year={2016},
month={10},
doi={10.1145/2994258},
isbn={978-1-4503-4592-7},
publisher={ACM},
Address={New York, NY, USA},
location={San Francisco, USA},
}
@article{liu16kinect,
author={Liu, Zhiguang and Zhou, Liuyang and Leung, Howard and Shum, Hubert P. H.},
journal={IEEE Transactions on Visualization and Computer Graphics},
title={Kinect Posture Reconstruction Based on a Local Mixture of Gaussian Process Models},
year={2016},
month={11},
volume={22},
number={11},
pages={2437-2450},
numpages={14},
doi={10.1109/TVCG.2015.2510000},
issn={1077-2626},
publisher={IEEE},
}
@article{zhang16discriminative,
author={Zhang, Lining and Shum, Hubert P. H. and Shao, Ling},
journal={IEEE Transactions on Image Processing},
title={Discriminative Semantic Subspace Analysis for Relevance Feedback},
year={2016},
month={3},
volume={25},
number={3},
pages={1275--1287},
numpages={13},
doi={10.1109/TIP.2016.2516947},
issn={1057-7149},
publisher={IEEE},
}
@article{barnett16coordinated,
author={Barnett, Adam and Shum, Hubert P. H. and Komura, Taku},
journal={Computer Graphics Forum},
title={Coordinated Crowd Simulation with Topological Scene Analysis},
year={2016},
volume={35},
number={6},
pages={120--132},
numpages={13},
doi={10.1111/cgf.12735},
issn={1467-8659},
publisher={John Wiley and Sons Ltd.},
Address={Chichester, UK},
}
@article{ho16improving,
author={Ho, Edmond S. L. and Chan, Jacky C. P. and Chan, Donald C. K. and Shum, Hubert P. H. and Cheung, Yiu-ming and Yuen, P. C.},
journal={Computer Vision and Image Understanding},
title={Improving Posture Classification Accuracy for Depth Sensor-Based Human Activity Monitoring in Smart Environments},
year={2016},
month={7},
volume={148},
pages={97--110},
numpages={14},
doi={10.1016/j.cviu.2015.12.011},
issn={1077-3142},
publisher={Elsevier},
}
@inproceedings{zhang16arbitrary,
author={Zhang, Jingtian and Zhang, Lining and Shum, Hubert P. H. and Shao, Ling},
booktitle={Proceedings of the 2016 IEEE International Conference on Robotics and Automation},
series={ICRA '16},
title={Arbitrary View Action Recognition via Transfer Dictionary Learning on Synthetic Training Data},
year={2016},
month={5},
pages={1678--1684},
numpages={8},
doi={10.1109/ICRA.2016.7487309},
publisher={IEEE},
location={Stockholm, Sweden},
}
@inproceedings{shum16skillvis,
author={Shum, Hubert P. H. and Wang, He and Ho, Edmond S. L. and Komura, Taku},
booktitle={Proceedings of the 2016 ACM International Conference on Motion in Games},
series={MIG '16},
title={SkillVis: A Visualization Tool for Boxing Skill Assessment},
year={2016},
month={10},
pages={145--153},
numpages={9},
doi={10.1145/2994258.2994266},
isbn={978-1-4503-4592-7},
publisher={ACM},
Address={New York, NY, USA},
location={San Francisco, USA},
}
@inproceedings{meng16human,
author={Li, Meng and Leung, Howard and Shum, Hubert P. H.},
booktitle={Proceedings of the 2016 ACM International Conference on Motion in Games},
series={MIG '16},
title={Human Action Recognition via Skeletal and Depth Based Feature Fusion},
year={2016},
month={10},
pages={123--132},
numpages={10},
doi={10.1145/2994258.2994268},
isbn={978-1-4503-4592-7},
publisher={ACM},
Address={New York, NY, USA},
location={San Francisco, USA},
}
@inproceedings{li19experience,
author={Li, Jie and Shum, Hubert P. H. and Fu, Xin and Sexton, Graham and Yang, Longzhi},
booktitle={Proceedings of the 2016 IEEE International Conference on Fuzzy Systems},
series={FUZZ-IEEE '16},
title={Experience-Based Rule Base Generation and Adaptation for Fuzzy Interpolation},
year={2016},
month={7},
pages={102--109},
numpages={9},
doi={10.1109/FUZZ-IEEE.2016.7737674},
publisher={IEEE},
location={Vancouver, Canada},
}
@inproceedings{tan16towards,
author={Tan, Yao and Li, Jie and Wonders, Martin and Chao, Fei and Shum, Hubert P. H. and Yang, Longzhi},
booktitle={Proceedings of the 2016 IEEE International Conference on Fuzzy Systems},
series={FUZZ-IEEE '16},
title={Towards Sparse Rule Base Generation for Fuzzy Rule Interpolation},
year={2016},
month={7},
pages={110--117},
numpages={8},
doi={10.1109/FUZZ-IEEE.2016.7737675},
publisher={IEEE},
location={Vancouver, Canada},
}
@inproceedings{yang16temporal,
author={Yang, Yang and Bian, Huiwen and Shum, Hubert P. H. and Aslam, Nauman and Zeng, Lanling},
booktitle={Proceedings of the 2016 International Conference on Virtual-Reality Continuum and its Applications in Industry},
series={VRCAI '16},
title={Temporal Clustering of Motion Capture Data with Optimal Partitioning},
year={2016},
month={12},
pages={479--482},
numpages={4},
doi={10.1145/3013971.3014019},
isbn={978-1-4503-4692-4},
publisher={ACM},
Address={New York, NY, USA},
location={Zhuhai, China},
}
@inproceedings{li17tsk,
author={Li, Jie and Qu, Yanpeng and Shum, Hubert P. H. and Yang, Longzhi},
booktitle={Proceedings of the 2016 UK Workshop on Computational Intelligence},
series={UKCI '16},
title={TSK Inference with Sparse Rule Bases},
year={2016},
month={9},
pages={107--123},
numpages={7},
doi={10.1007/978-3-319-46562-3_8},
isbn={978-3-319-46562-3},
publisher={Springer International Publishing},
Address={Cham},
location={Lancaster, UK},
}
@inproceedings{plantard16reliability,
author={Plantard, Pierre and Shum, Hubert P. H. and Multon, Franck},
booktitle={Proceedings of the 2016 International Digital Human Modeling Symposium},
series={DHM '16},
title={Ergonomics Measurements using Kinect with a Pose Correction Framework},
year={2016},
month={6},
numpages={8},
location={Montreal, Canada},
}
@inproceedings{asahina16automatic,
author={Asahina, Wakana and Iwamoto, Naoya and Shum, Hubert P. H. and Morishima, Shigeo},
booktitle={Proceedings of the 2016 ACM SIGGRAPH},
series={SIGGRAPH '16},
title={Automatic Dance Generation System Considering Sign Language Information},
year={2016},
month={7},
pages={23:1--23:2},
numpages={2},
doi={10.1145/2945078.2945101},
isbn={978-1-4503-4371-8},
publisher={ACM},
Address={New York, NY, USA},
location={Anaheim, California},
}
@inproceedings{liu16interactive,
author={Liu, Zhiguang and Leung, Howard and Shum, Hubert P. H.},
booktitle={Proceedings of the 2016 ACM International Conference on Motion in Games},
series={MIG '16},
title={An Interactive Human Morphing System with Self-Occlusion Enhancement},
year={2016},
month={10},
pages={197--197},
numpages={1},
doi={10.1145/2994258.2994286},
isbn={978-1-4503-4592-7},
publisher={ACM},
Address={New York, NY, USA},
location={San Francisco, USA},
}
@incollection{shen16depth,
author={Shen, Yijun and Zhang, Jingtian and Yang, Longzhi and Shum, Hubert P. H.},
booktitle={Handbook of Human Motion},
title={Depth Sensor Based Facial and Body Animation Control},
year={2016},
numpages={16},
doi={10.1007/978-3-319-30808-1_7-1},
isbn={978-3-319-30808-1},
publisher={Springer International Publishing},
Address={Cham},
}
@article{iwamoto15multilayer,
author={Iwamoto, Naoya and Shum, Hubert P. H. and Yang, Longzhi and Morishima, Shigeo},
journal={Computer Graphics Forum},
title={Multi-Layer Lattice Model for Real-Time Dynamic Character Deformation},
year={2015},
month={10},
volume={34},
number={7},
pages={99--109},
numpages={11},
doi={10.1111/cgf.12749},
issn={1467-8659},
publisher={John Wiley and Sons Ltd.},
Address={Chichester, UK},
}
@inproceedings{liu15high,
author={Liu, Zhiguang and Leung, Howard and Zhou, Liuyang and Shum, Hubert P. H.},
booktitle={Proceedings of the 2015 ACM Symposium on Virtual Reality Software and Technology},
series={VRST '15},
title={High Quality Compatible Triangulations for 2D Shape Morphing},
year={2015},
month={11},
pages={85--94},
numpages={10},
doi={10.1145/2821592.2821594},
isbn={978-1-4503-3990-2},
publisher={ACM},
Address={New York, NY, USA},
location={Beijing, China},
}
@inproceedings{lie15intelligent,
author={Li, Jie and Yang, Longzhi and Shum, Hubert P. H. and Sexton, Graham and Tan, Yao},
booktitle={Proceedings of the 2015 UK Workshop on Computational Intelligence},
series={UKCI '15},
title={Intelligent Home Heating Controller Using Fuzzy Rule Interpolation},
year={2015},
numpages={8},
location={Exeter, UK},
}
@article{henry14interactive,
author={Henry, Joseph and Shum, Hubert P. H. and Komura, Taku},
journal={IEEE Transactions on Visualization and Computer Graphics},
title={Interactive Formation Control in Complex Environments},
year={2014},
month={2},
volume={20},
number={2},
pages={211--222},
numpages={12},
doi={10.1109/TVCG.2013.116},
issn={1077-2626},
publisher={IEEE},
}
@article{zhou14human,
author={Zhou, Liuyang and Shang, Lifeng and Shum, Hubert P. H. and Leung, Howard},
journal={Computer Animation and Virtual Worlds},
title={Human Motion Variation Synthesis with Multivariate Gaussian Processes},
year={2014},
volume={25},
number={3--4},
pages={301--309},
numpages={9},
doi={10.1002/cav.1599},
publisher={John Wiley and Sons Ltd.},
Address={Chichester, UK},
}
@inproceedings{zhou14posture,
author={Zhou, Liuyang and Liu, Zhiguang and Leung, Howard and Shum, Hubert P. H.},
booktitle={Proceedings of the 2014 ACM Symposium on Virtual Reality Software and Technology},
series={VRST '14},
title={Posture Reconstruction Using Kinect with a Probabilistic Model},
year={2014},
month={10},
pages={117--125},
numpages={9},
doi={10.1145/2671015.2671021},
publisher={ACM},
Address={New York, NY, USA},
location={Edinburgh, UK},
}
@inproceedings{omar14intelligent,
author={Omar, Mohamed and Hossain, Alamgir and Zhang, Li and Shum, Hubert P. H.},
booktitle={Proceedings of the 2014 International Conference on Software, Knowledge, Information Management and Applications},
series={SKIMA '14},
title={An Intelligent Mobile-Based Automatic Diagnostic System to Identify Retinal Diseases using Mathematical Morphological Operations},
year={2014},
month={12},
pages={1--5},
numpages={5},
doi={10.1109/SKIMA.2014.7083563},
location={Dhaka, Bangladesh},
}
@article{shum13realtime,
author={Shum, Hubert P. H. and Ho, Edmond S. L. and Jiang, Yang and Takagi, Shu},
journal={IEEE Transactions on Cybernetics},
title={Real-Time Posture Reconstruction for Microsoft Kinect},
year={2013},
volume={43},
number={5},
pages={1357--1369},
numpages={13},
doi={10.1109/TCYB.2013.2275945},
issn={2168-2267},
publisher={IEEE},
}
@article{ho13topology,
author={Ho, Edmond S. L. and Shum, Hubert P. H. and Cheung, Yiu-ming and Yuen, P. C.},
journal={Computer Graphics Forum},
title={Topology Aware Data-Driven Inverse Kinematics},
year={2013},
month={10},
volume={32},
number={7},
pages={61--70},
numpages={10},
doi={10.1111/cgf.12212},
publisher={John Wiley and Sons Ltd.},
Address={Chichester, UK},
}
@article{shum13natural,
author={Shum, Hubert P. H. and Hoyet, Ludovic and Ho, Edmond S. L. and Komura, Taku and Multon, Franck},
journal={Computer Animation and Virtual Worlds},
title={Natural Preparation Behavior Synthesis},
year={2013},
volume={25},
number={5--6},
pages={531--542},
numpages={10},
doi={10.1002/cav.1546},
publisher={John Wiley and Sons Ltd.},
Address={Chichester, UK},
}
@inproceedings{ho13motion,
author={Ho, Edmond S. L. and Shum, Hubert P. H.},
booktitle={Proceedings of the 2013 IEEE International Conference on Robotics and Automation},
series={ICRA '13},
title={Motion Adaptation for Humanoid Robots in Constrained Environments},
year={2013},
month={5},
pages={3813--3818},
numpages={6},
doi={10.1109/ICRA.2013.6631113},
issn={1050-4729},
isbn={978-1-4673-5641-1},
publisher={IEEE},
location={Karlsruhe},
}
@inproceedings{shum13preparation,
author={Shum, Hubert P. H. and Hoyet, Ludovic and Ho, Edmond S. L. and Komura, Taku and Multon, Franck},
booktitle={Proceedings of the 2013 International Conference on Computer Animation and Social Agents},
series={CASA '13},
title={Preparation Behaviour Synthesis with Reinforcement Learning},
year={2013},
month={5},
numpages={10},
publisher={John Wiley and Sons Ltd.},
Address={Chichester, UK},
location={Turkey, Istanbul},
}
@inproceedings{shum13serious,
author={Shum, Hubert P. H.},
booktitle={Proceedings of the 2013 ACM International Conference on Motion in Games},
series={MIG '13},
title={Serious Games with Human-Object Interactions using RGB-D Camera},
year={2013},
month={11},
numpages={1},
publisher={Springer-Verlag},
Address={Berlin, Heidelberg},
location={Dublin, Ireland},
}
@article{shum12simulating,
author={Shum, Hubert P. H. and Komura, Taku and Yamazaki, Shuntaro},
journal={IEEE Transactions on Visualization and Computer Graphics},
title={Simulating Multiple Character Interactions with Collaborative and Adversarial Goals},
year={2012},
month={5},
volume={18},
number={5},
pages={741--752},
numpages={12},
doi={10.1109/TVCG.2010.257},
issn={1077-2626},
publisher={IEEE},
}
@inproceedings{henry12environment,
author={Henry, Joseph and Shum, Hubert P. H. and Komura, Taku},
booktitle={Proceedings of the 2012 ACM SIGGRAPH/Eurographics Symposium on Computer Animation},
series={SCA '12},
title={Environment-Aware Real-Time Crowd Control},
year={2012},
month={7},
pages={193--200},
numpages={8},
isbn={978-3-905674-37-8},
publisher={Eurographics Association},
Address={Aire-la-Ville, Switzerland},
location={Lausanne, Switzerland},
}
@inproceedings{shum12realtime,
author={Shum, Hubert P. H. and Ho, Edmond S. L.},
booktitle={Proceedings of the 2012 ACM Symposium on Virtual Reality Software and Technology},
series={VRST '12},
title={Real-Time Physical Modelling of Character Movements with Microsoft Kinect},
year={2012},
month={12},
pages={17--24},
numpages={8},
doi={10.1145/2407336.2407340},
isbn={978-1-4503-1469-5},
publisher={ACM},
Address={New York, NY, USA},
location={Toronto, Ontario, Canada},
}
@inproceedings{mackay12environment,
author={Mackay, Kevin and Shum, Hubert P. H. and Komura, Taku},
booktitle={Proceedings of the 2012 International Conference on Software, Knowledge, Information Management and Applications},
series={SKIMA '12},
title={Environment Capturing with Microsoft Kinect},
year={2012},
month={12},
numpages={6},
location={Dhaka, Bangladesh},
}
@article{shum11fast,
author={Shum, Hubert P. H. and Komura, Taku and Takagi, Shu},
journal={The International Journal of Virtual Reality},
title={Fast Accelerometer-Based Motion Recognition with a Dual Buffer Framework},
year={2011},
month={9},
volume={10},
number={3},
pages={17--24},
numpages={8},
doi={10.20870/IJVR.2011.10.3.2831},
publisher={IPI Press},
}
@inproceedings{shum10physically,
author={Shum, Hubert P. H. and Komura, Taku and Shiratori, Takaaki and Takagi, Shu},
booktitle={Proceedings of the 2010 ACM International Conference on Motion in Games},
series={MIG '10},
title={Physically-Based Character Control in Low Dimensional Space},
year={2010},
month={11},
volume={6459},
pages={23--34},
numpages={12},
doi={10.1007/978-3-642-16958-8_3},
issn={0302-9743},
isbn={978-3-642-16957-1},
publisher={Springer-Verlag},
Address={Berlin, Heidelberg},
location={Utrecht, The Netherlands},
}
@misc{komura10manufacturing,
author={Komura, Taku and Shum, Hubert P. H.},
title={Manufacturing Video Graphics},
year={2010},
publisher={WO Patent WO/2010/057897},
}
@phdthesis{shum10simulating,
author={Shum, Hubert P. H.},
title={Simulating Interactions Among Multiple Characters},
year={2010},
numpages={151},
publisher={University of Edinburgh},
Address={Edinburgh, UK},
}
@article{shum09angular,
author={Shum, Hubert P. H. and Komura, Taku and Yadav, Pranjul},
journal={Computer Animation and Virtual Worlds},
title={Angular Momentum Guided Motion Concatenation},
year={2009},
volume={20},
number={2--3},
pages={385--394},
numpages={10},
doi={10.1002/cav.v20:2/3},
issn={1546-4261},
publisher={John Wiley and Sons Ltd.},
Address={Chichester, UK},
}
@article{shum08interaction,
author={Shum, Hubert P. H. and Komura, Taku and Shiraishi, Masashi and Yamazaki, Shuntaro},
journal={ACM Transactions on Graphics},
title={Interaction Patches for Multi-Character Animation},
year={2008},
month={12},
volume={27},
number={5},
pages={114:1--114:8},
numpages={8},
doi={10.1145/1409060.1409067},
issn={0730-0301},
publisher={ACM},
Address={New York, NY, USA},
}
@article{tang08emulating,
author={Tang, Jeff K. T. and Leung, Howard and Komura, Taku and Shum, Hubert P. H.},
journal={Computer Animation and Virtual Worlds},
title={Emulating Human Perception of Motion Similarity},
year={2008},
volume={19},
number={3--4},
pages={211--221},
numpages={11},
doi={10.1002/cav.v19:3/4},
issn={1546-4261},
publisher={John Wiley and Sons Ltd.},
Address={Chichester, UK},
}
@inproceedings{shum08simulating,
author={Shum, Hubert P. H. and Komura, Taku and Yamazaki, Shuntaro},
booktitle={Proceedings of the 2008 ACM SIGGRAPH Symposium on Interactive 3D Graphics and Games},
series={I3D '08},
title={Simulating Interactions of Avatars in High Dimensional State Space},
year={2008},
month={2},
pages={131--138},
numpages={8},
doi={10.1145/1342250.1342271},
isbn={978-1-59593-983-8},
publisher={ACM},
Address={New York, NY, USA},
location={Redwood City, California},
}
@inproceedings{tang08finding,
author={Tang, Jeff K. T. and Leung, Howard and Komura, Taku and Shum, Hubert P. H.},
booktitle={Proceedings of the 2008 International Conference on Ubiquitous Information Management and Communication},
series={ICUIMC '08},
title={Finding Repetitive Patterns in 3D Human Motion Captured Data},
year={2008},
month={1},
pages={396--403},
numpages={8},
doi={10.1145/1352793.1352876},
isbn={978-1-59593-993-7},
publisher={ACM},
Address={New York, NY, USA},
location={Suwon, Korea},
}
@inproceedings{komura08simulating,
author={Komura, Taku and Shum, Hubert P. H. and Ho, Edmond S. L.},
booktitle={Proceedings of the 2008 ACM International Conference on Motion in Games},
series={MIG '08},
title={Simulating Interactions of Characters},
year={2008},
month={6},
pages={94--103},
numpages={10},
doi={10.1007/978-3-540-89220-5_10},
isbn={978-3-540-89219-9},
publisher={Springer-Verlag},
Address={Berlin, Heidelberg},
location={Utrecht, The Netherlands},
}
@inproceedings{shum07simulating,
author={Shum, Hubert P. H. and Komura, Taku and Yamazaki, Shuntaro},
booktitle={Proceedings of the 2007 ACM Symposium on Virtual Reality Software and Technology},
series={VRST '07},
title={Simulating Competitive Interactions using Singly Captured Motions},
year={2007},
month={11},
pages={65--72},
numpages={8},
doi={10.1145/1315184.1315194},
isbn={978-1-59593-863-3},
publisher={ACM},
Address={New York, NY, USA},
location={Newport Beach, California},
}
@inproceedings{shum07automatic,
author={Shum, Hubert P. H. and Komura, Taku and Nagano, Akinori},
booktitle={Proceedings of the 2007 Congress of International Society of Biomechanics},
series={ISB '07},
title={Automatic Evaluation of Boxing Techniques from Captured Shadow Boxing Data},
year={2007},
month={7},
volume={40},
pages={277},
numpages={1},
doi={10.1016/S0021-9290(07)70273-7},
location={Taipei, Taiwan},
}
@inproceedings{shum06generating,
author={Shum, Hubert P. H. and Komura, Taku},
booktitle={Proceedings of the 2006 ACM SIGGRAPH/Eurographics Symposium on Computer Animation},
series={SCA '06},
title={Generating Realistic Fighting Scenes by Game Tree},
year={2006},
month={9},
numpages={2},
isbn={3-905673-34-7},
publisher={Eurographics Association},
Address={Aire-la-Ville, Switzerland, Switzerland},
location={Vienna, Austria},
}
@article{shum06technical,
author={Shum, Hubert P. H. and Komura, Taku},
journal={arXiv},
title={Technical Note: Generating Realistic Fighting Scenes by Game Tree},
year={2006},
numpages={7},
eprint={arXiv:2006.11620},
archivePrefix={arXiv},
primaryClass={cs.GR},
doi={10.48550/arXiv.2006.11620},
url={https://arxiv.org/abs/2006.11620},
}
@inproceedings{shum05tracking,
author={Shum, Hubert P. H. and Komura, Taku},
booktitle={Proceedings of the 2005 IEEE International Conference on Image Processing},
series={ICIP '05},
title={Tracking the Translational and Rotational Movement of the Ball Using High-Speed Camera Movies},
year={2005},
month={9},
volume={3},
pages={1084--1087},
numpages={4},
doi={10.1109/ICIP.2005.1530584},
isbn={0-7803-9134-9},
publisher={IEEE},
location={Genova, Italy},
}
@inproceedings{shum04spatiotemporal,
author={Shum, Hubert P. H. and Komura, Taku},
booktitle={Proceedings of the 2004 IEEE International Conference on Multimedia and Expo},
series={ICME '04},
title={A Spatiotemporal Approach to Extract the 3D Trajectory of the Baseball from a Single View Video Sequence},
year={2004},
month={6},
volume={3},
pages={1583--1586},
numpages={4},
doi={10.1109/ICME.2004.1394551},
publisher={IEEE},
location={Taipei, Taiwan},
}