We tackle the challenges of high-dimensional and high-volume data in video analysis through the extraction of representative geometric features and the fusion of multi-modality features.
Kanglei Zhou, Yue Ma, Hubert P. H. Shum and Xiaohui Liang, "Hierarchical Graph Convolutional Networks for Action Quality Assessment," IEEE Transactions on Circuits and Systems for Video Technology, vol. 33, no. 12, pp. 7749-7763, IEEE, 2023.
Bibtex
@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}, }
RIS
TY - JOUR AU - Zhou, Kanglei AU - Ma, Yue AU - Shum, Hubert P. H. AU - Liang, Xiaohui T2 - IEEE Transactions on Circuits and Systems for Video Technology TI - Hierarchical Graph Convolutional Networks for Action Quality Assessment PY - 2023 VL - 33 IS - 12 SP - 7749-7763 EP - 7749-7763 DO - 10.1109/TCSVT.2023.3281413 SN - 1051-8215 PB - IEEE ER -
Kevin D. McCay, Pengpeng Hu, Hubert P. H. Shum, Wai Lok Woo, Claire Marcroft, Nicholas D. Embleton, Adrian Munteanu and Edmond S. L. Ho, "A Pose-Based Feature Fusion and Classification Framework for the Early Prediction of Cerebral Palsy in Infants," IEEE Transactions on Neural Systems and Rehabilitation Engineering, vol. 30, pp. 8-19, IEEE, 2022.
Bibtex
@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}, }
RIS
TY - JOUR AU - McCay, Kevin D. AU - Hu, Pengpeng AU - Shum, Hubert P. H. AU - Woo, Wai Lok AU - Marcroft, Claire AU - Embleton, Nicholas D. AU - Munteanu, Adrian AU - Ho, Edmond S. L. T2 - IEEE Transactions on Neural Systems and Rehabilitation Engineering TI - A Pose-Based Feature Fusion and Classification Framework for the Early Prediction of Cerebral Palsy in Infants PY - 2022 VL - 30 SP - 8 EP - 19 DO - 10.1109/TNSRE.2021.3138185 SN - 1534-4320 PB - IEEE ER -
< ref name="mccay22posebased">{{cite journal |last1=McCay |first1=Kevin D. |last2=Hu |first2=Pengpeng |last3=Shum |first3=Hubert P. H. |last4=Woo |first4=Wai Lok |last5=Marcroft |first5=Claire |last6=Embleton |first6=Nicholas D. |last7=Munteanu |first7=Adrian |last8=Ho |first8=Edmond S. L. |title=A Pose-Based Feature Fusion and Classification Framework for the Early Prediction of Cerebral Palsy in Infants |journal=IEEE Transactions on Neural Systems and Rehabilitation Engineering |date=2022 |volume=30 |pages=8--19 |doi=10.1109/TNSRE.2021.3138185 |issn=1534-4320 |publisher=IEEE |url=http://doi.org/10.1109/TNSRE.2021.3138185 }}< /ref>
Kanglei Zhou, Ruizhi Cai, Yue Ma, Qingqing Tan, Xinning Wang, Jianguo Li, Hubert P. H. Shum, Frederick W. B. Li, Song Jin and Xiaohui Liang, "A Video-Based Augmented Reality System for Human-in-the-Loop Muscle Strength Assessment of Juvenile Dermatomyositis," IEEE Transactions on Visualization and Computer Graphics, vol. 29, no. 5, pp. 2456-2466, Shanghai, China, IEEE, 2023.
Bibtex
@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}, }
RIS
TY - JOUR AU - Zhou, Kanglei AU - Cai, Ruizhi AU - Ma, Yue AU - Tan, Qingqing AU - Wang, Xinning AU - Li, Jianguo AU - Shum, Hubert P. H. AU - Li, Frederick W. B. AU - Jin, Song AU - Liang, Xiaohui T2 - IEEE Transactions on Visualization and Computer Graphics TI - A Video-Based Augmented Reality System for Human-in-the-Loop Muscle Strength Assessment of Juvenile Dermatomyositis PY - 2023 VL - 29 IS - 5 SP - 2456 EP - 2466 DO - 10.1109/TVCG.2023.3247092 SN - 1941-0506 PB - IEEE ER -
Francis Xiatian Zhang, Jingjing Deng, Robert Lieck and Hubert P. H. Shum, "Adaptive Graph Learning from Spatial Information for Surgical Workflow Anticipation," IEEE Transactions on Medical Robotics and Bionics, vol. 7, no. 1, pp. 266-280, IEEE, 2025.
Bibtex
@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}, }
RIS
TY - JOUR AU - Zhang, Francis Xiatian AU - Deng, Jingjing AU - Lieck, Robert AU - Shum, Hubert P. H. T2 - IEEE Transactions on Medical Robotics and Bionics TI - Adaptive Graph Learning from Spatial Information for Surgical Workflow Anticipation PY - 2025 VL - 7 IS - 1 SP - 266 EP - 280 DO - 10.1109/TMRB.2024.3517137 SN - 2576-3202 PB - IEEE ER -
Kevin D. McCay, Edmond S. L. Ho, Hubert P. H. Shum, Gerhard Fehringer, Claire Marcroft and Nicholas Embleton, "Abnormal Infant Movements Classification with Deep Learning on Pose-Based Features," IEEE Access, vol. 8, no. 1, pp. 51582-51592, IEEE, 2020.
Bibtex
@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}, }
RIS
TY - JOUR AU - McCay, Kevin D. AU - Ho, Edmond S. L. AU - Shum, Hubert P. H. AU - Fehringer, Gerhard AU - Marcroft, Claire AU - Embleton, Nicholas T2 - IEEE Access TI - Abnormal Infant Movements Classification with Deep Learning on Pose-Based Features PY - 2020 VL - 8 IS - 1 SP - 51582 EP - 51592 DO - 10.1109/ACCESS.2020.2980269 SN - 2169-3536 PB - IEEE ER -
< ref name="mccay20abnormal">{{cite journal |last1=McCay |first1=Kevin D. |last2=Ho |first2=Edmond S. L. |last3=Shum |first3=Hubert P. H. |last4=Fehringer |first4=Gerhard |last5=Marcroft |first5=Claire |last6=Embleton |first6=Nicholas |title=Abnormal Infant Movements Classification with Deep Learning on Pose-Based Features |journal=IEEE Access |date=2020 |volume=8 |issue=1 |pages=51582--51592 |doi=10.1109/ACCESS.2020.2980269 |issn=2169-3536 |publisher=IEEE |url=http://doi.org/10.1109/ACCESS.2020.2980269 }}< /ref>
Haozheng Zhang, Edmond S. L. Ho, Francis Xiatian Zhang, Silvia Del Din and Hubert P. H. Shum, "Pose-Based Tremor Type and Level Analysis for Parkinson’s Disease from Video," International Journal of Computer Assisted Radiology and Surgery, vol. 19, pp. 831-840, Springer, 2024.
Bibtex
@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}, }
RIS
TY - JOUR AU - Zhang, Haozheng AU - Ho, Edmond S. L. AU - Zhang, Francis Xiatian AU - Din, Silvia Del AU - Shum, Hubert P. H. T2 - International Journal of Computer Assisted Radiology and Surgery TI - Pose-Based Tremor Type and Level Analysis for Parkinson’s Disease from Video PY - 2024 VL - 19 SP - 831 EP - 840 DO - 10.1007/s11548-023-03052-4 SN - 1861-6429 PB - Springer ER -
< ref name="zhang24pose">{{cite journal |last1=Zhang |first1=Haozheng |last2=Ho |first2=Edmond S. L. |last3=Zhang |first3=Francis Xiatian |last4=Din |first4=Silvia Del |last5=Shum |first5=Hubert P. H. |title=Pose-Based Tremor Type and Level Analysis for Parkinson’s Disease from Video |journal=International Journal of Computer Assisted Radiology and Surgery |date=2024 |volume=19 |pages=831--840 |doi=10.1007/s11548-023-03052-4 |issn=1861-6429 |publisher=Springer |url=https://arxiv.org/abs/2312.13776 }}< /ref>
Yuan Hu, Hubert P. H. Shum and Edmond S. L. Ho, "Multi-Task Deep Learning with Optical Flow Features for Self-Driving Cars," IET Intelligent Transport Systems, vol. 14, no. 13, pp. 1845-1854, Institution of Engineering and Technology, 2020.
Bibtex
@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}, }
RIS
TY - JOUR AU - Hu, Yuan AU - Shum, Hubert P. H. AU - Ho, Edmond S. L. T2 - IET Intelligent Transport Systems TI - Multi-Task Deep Learning with Optical Flow Features for Self-Driving Cars PY - 2020 VL - 14 IS - 13 SP - 1845 EP - 1854 DO - 10.1049/iet-its.2020.0439 SN - 1751-956X PB - Institution of Engineering and Technology ER -
< ref name="hu21multitask">{{cite journal |last1=Hu |first1=Yuan |last2=Shum |first2=Hubert P. H. |last3=Ho |first3=Edmond S. L. |title=Multi-Task Deep Learning with Optical Flow Features for Self-Driving Cars |journal=IET Intelligent Transport Systems |date=2020 |volume=14 |issue=13 |pages=1845--1854 |doi=10.1049/iet-its.2020.0439 |issn=1751-956X |publisher=Institution of Engineering and Technology |url=http://doi.org/10.1049/iet-its.2020.0439 }}< /ref>
Ruisheng Han, Kanglei Zhou, Amir Atapour-Abarghouei, Xiaohui Liang and Hubert P. H. Shum, "FineCausal: A Causal-Based Framework for Interpretable Fine-Grained Action Quality Assessment," in CVPRW '25: Proceedings of the 2025 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, Nashville, USA, IEEE/CVF, 2025.
Bibtex
@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}, publisher={IEEE/CVF}, location={Nashville, USA}, }
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TY - CONF AU - Han, Ruisheng AU - Zhou, Kanglei AU - Atapour-Abarghouei, Amir AU - Liang, Xiaohui AU - Shum, Hubert P. H. T2 - Proceedings of the 2025 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops TI - FineCausal: A Causal-Based Framework for Interpretable Fine-Grained Action Quality Assessment PY - 2025 PB - IEEE/CVF ER -
Kanglei Zhou, Liyuan Wang, Xingxing Zhang, Hubert P. H. Shum, Frederick W. B. Li, Jianguo Li and Xiaohui Liang, "MAGR: Manifold-Aligned Graph Regularization for Continual Action Quality Assessment," in ECCV '24: Proceedings of the 2024 European Conference on Computer Vision, vol. 15069, pp. 375-392, Milan, Italy, Springer, 2024.
Bibtex
@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}, }
RIS
TY - CONF AU - Zhou, Kanglei AU - Wang, Liyuan AU - Zhang, Xingxing AU - Shum, Hubert P. H. AU - Li, Frederick W. B. AU - Li, Jianguo AU - Liang, Xiaohui T2 - Proceedings of the 2024 European Conference on Computer Vision TI - MAGR: Manifold-Aligned Graph Regularization for Continual Action Quality Assessment PY - 2024 VL - 15069 SP - 375 EP - 392 DO - 10.1007/978-3-031-73247-8_22 PB - Springer ER -
Francis Xiatian Zhang, Shuang Chen, Xianghua Xie and Hubert P. H. Shum, "Depth-Aware Endoscopic Video Inpainting," in MICCAI '24: Proceedings of the 2024 International Conference on Medical Image Computing and Computer Assisted Intervention, pp. 143-153, Marrakesh, Morocco, Springer, 2024.
Bibtex
@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}, }
RIS
TY - CONF AU - Zhang, Francis Xiatian AU - Chen, Shuang AU - Xie, Xianghua AU - Shum, Hubert P. H. T2 - Proceedings of the 2024 International Conference on Medical Image Computing and Computer Assisted Intervention TI - Depth-Aware Endoscopic Video Inpainting PY - 2024 SP - 143 EP - 153 DO - 10.1007/978-3-031-72089-5_14 SN - 978-3-031-72089-5 PB - Springer ER -
Tanqiu Qiao, Ruochen Li, Frederick W. B. Li and Hubert P. H. Shum, "From Category to Scenery: An End-to-End Framework for Multi-Person Human-Object Interaction Recognition in Videos," in ICPR '24: Proceedings of the 2024 International Conference on Pattern Recognition, Kolkata, India, 2024.
Bibtex
@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}, }
RIS
TY - CONF AU - Qiao, Tanqiu AU - Li, Ruochen AU - Li, Frederick W. B. AU - Shum, Hubert P. H. T2 - Proceedings of the 2024 International Conference on Pattern Recognition TI - From Category to Scenery: An End-to-End Framework for Multi-Person Human-Object Interaction Recognition in Videos PY - 2024 ER -
< ref name="qiao24from">{{cite conference |last1=Qiao |first1=Tanqiu |last2=Li |first2=Ruochen |last3=Li |first3=Frederick W. B. |last4=Shum |first4=Hubert P. H. |title=From Category to Scenery: An End-to-End Framework for Multi-Person Human-Object Interaction Recognition in Videos |date=2024 |url=https://arxiv.org/abs/2407.00917 }}< /ref>
Kanglei Zhou, Ruizhi Cai, Liyuan Wang, Hubert P. H. Shum and Xiaohui Liang, "A Comprehensive Survey of Action Quality Assessment: Method and Benchmark," arXiv preprint arXiv:2412.11149, 2024.
Bibtex
@article{zhou24comprehensive, author={Zhou, Kanglei and Cai, Ruizhi and Wang, Liyuan and Shum, Hubert P. H. and Liang, Xiaohui}, journal={arXiv}, title={A Comprehensive Survey of Action Quality Assessment: Method and Benchmark}, year={2024}, numpages={20}, eprint={arXiv:2412.11149}, archivePrefix={arXiv}, primaryClass={cs.CV}, doi={10.48550/arXiv.2412.11149}, url={https://arxiv.org/abs/2412.11149}, }
RIS
TY - Preprint AU - Zhou, Kanglei AU - Cai, Ruizhi AU - Wang, Liyuan AU - Shum, Hubert P. H. AU - Liang, Xiaohui JO - arXiv preprints SP - arXiv:2412.11149 KW - cs.CV TI - A Comprehensive Survey of Action Quality Assessment: Method and Benchmark PY - 2024 DO - 10.48550/arXiv.2412.11149 ER -
< ref name="zhou24comprehensive">{{cite arXiv |last1=Zhou |first1=Kanglei |last2=Cai |first2=Ruizhi |last3=Wang |first3=Liyuan |last4=Shum |first4=Hubert P. H. |last5=Liang |first5=Xiaohui |title=A Comprehensive Survey of Action Quality Assessment: Method and Benchmark |date=2024 |eprint=2412.11149 |class=cs.CV |doi=10.48550/arXiv.2412.11149 |url=https://arxiv.org/abs/2412.11149 }}< /ref>
Enhancing Perception and Immersion in Pre-Captured Environments through Learning-Based Eye Height Adaptation Core A* Conference‡ Proceedings of the 2023 IEEE International Symposium on Mixed and Augmented Reality (ISMAR), 2023 Qi Feng, Hubert P. H. Shum and Shigeo Morishima Topics: Virtual Reality, Environment Sensing, Video Analysis Webpage DOI arXiv Cite This Plain Text
Qi Feng, Hubert P. H. Shum and Shigeo Morishima, "Enhancing Perception and Immersion in Pre-Captured Environments through Learning-Based Eye Height Adaptation," in ISMAR '23: Proceedings of the 2023 IEEE International Symposium on Mixed and Augmented Reality, pp. 405-414, Sydney, Australia, IEEE, Oct 2023.
Bibtex
@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}, }
RIS
TY - CONF AU - Feng, Qi AU - Shum, Hubert P. H. AU - Morishima, Shigeo T2 - Proceedings of the 2023 IEEE International Symposium on Mixed and Augmented Reality TI - Enhancing Perception and Immersion in Pre-Captured Environments through Learning-Based Eye Height Adaptation PY - 2023 Y1 - 10 2023 SP - 405-414 EP - 405-414 DO - 10.1109/ISMAR59233.2023.00055 PB - IEEE ER -
Yona Falinie A. Gaus, Neelanjan Bhowmik, Brian K. S. Isaac-Medina, Hubert P. H. Shum, Amir Atapour-Abarghouei and Toby P. Breckon, "Region-Based Appearance and Flow Characteristics for Anomaly Detection in Infrared Surveillance Imagery," in CVPRW '23: Proceedings of the 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, pp. 2995-3005, Vancouver, Canada, IEEE/CVF, Jun 2023.
Bibtex
@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}, }
RIS
TY - CONF AU - Gaus, Yona Falinie A. AU - Bhowmik, Neelanjan AU - Isaac-Medina, Brian K. S. AU - Shum, Hubert P. H. AU - Atapour-Abarghouei, Amir AU - Breckon, Toby P. T2 - Proceedings of the 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops TI - Region-Based Appearance and Flow Characteristics for Anomaly Detection in Infrared Surveillance Imagery PY - 2023 Y1 - 6 2023 SP - 2995 EP - 3005 DO - 10.1109/CVPRW59228.2023.00301 PB - IEEE/CVF ER -
< ref name="gaus23region">{{cite conference |last1=Gaus |first1=Yona Falinie A. |last2=Bhowmik |first2=Neelanjan |last3=Isaac-Medina |first3=Brian K. S. |last4=Shum |first4=Hubert P. H. |last5=Atapour-Abarghouei |first5=Amir |last6=Breckon |first6=Toby P. |title=Region-Based Appearance and Flow Characteristics for Anomaly Detection in Infrared Surveillance Imagery |date=2023 |pages=2995--3005 |doi=10.1109/CVPRW59228.2023.00301 |publisher=IEEE/CVF |url=http://doi.org/10.1109/CVPRW59228.2023.00301 }}< /ref>
Tanqiu Qiao, Qianhui Men, Frederick W. B. Li, Yoshiki Kubotani, Shigeo Morishima and Hubert P. H. Shum, "Geometric Features Informed Multi-Person Human-Object Interaction Recognition in Videos," in ECCV '22: Proceedings of the 2022 European Conference on Computer Vision, pp. 474-491, Tel Aviv, Israel, Springer, Oct 2022.
Bibtex
@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}, }
RIS
TY - CONF AU - Qiao, Tanqiu AU - Men, Qianhui AU - Li, Frederick W. B. AU - Kubotani, Yoshiki AU - Morishima, Shigeo AU - Shum, Hubert P. H. T2 - Proceedings of the 2022 European Conference on Computer Vision TI - Geometric Features Informed Multi-Person Human-Object Interaction Recognition in Videos PY - 2022 Y1 - 10 2022 SP - 474 EP - 491 DO - 10.1007/978-3-031-19772-7_28 SN - 978-3-031-19772-7 PB - Springer ER -
Haozheng Zhang, Edmond S. L. Ho, Francis Xiatian Zhang and Hubert P. H. Shum, "Pose-Based Tremor Classification for Parkinson’s Disease Diagnosis from Video," in MICCAI '22: Proceedings of the 2022 International Conference on Medical Image Computing and Computer Assisted Intervention, pp. 489-499, Singapore, Singapore, Springer, Sep 2022.
Bibtex
@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}, }
RIS
TY - CONF AU - Zhang, Haozheng AU - Ho, Edmond S. L. AU - Zhang, Francis Xiatian AU - Shum, Hubert P. H. T2 - Proceedings of the 2022 International Conference on Medical Image Computing and Computer Assisted Intervention TI - Pose-Based Tremor Classification for Parkinson’s Disease Diagnosis from Video PY - 2022 Y1 - 9 2022 SP - 489 EP - 499 DO - 10.1007/978-3-031-16440-8_47 SN - 978-3-031-16439-2 PB - Springer ER -
< ref name="zhang22posebased">{{cite conference |last1=Zhang |first1=Haozheng |last2=Ho |first2=Edmond S. L. |last3=Zhang |first3=Francis Xiatian |last4=Shum |first4=Hubert P. H. |title=Pose-Based Tremor Classification for Parkinson’s Disease Diagnosis from Video |date=2022 |pages=489--499 |doi=10.1007/978-3-031-16440-8_47 |isbn=978-3-031-16439-2 |publisher=Springer |url=https://arxiv.org/abs/2207.06828 }}< /ref>
Qi Feng, Hubert P. H. Shum and Shigeo Morishima, "360 Depth Estimation in the Wild - The Depth360 Dataset and the SegFuse Network," in VR '22: Proceedings of the 2022 IEEE Conference on Virtual Reality and 3D User Interfaces, pp. 664-673, IEEE, Mar 2022.
Bibtex
@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}, }
RIS
TY - CONF AU - Feng, Qi AU - Shum, Hubert P. H. AU - Morishima, Shigeo T2 - Proceedings of the 2022 IEEE Conference on Virtual Reality and 3D User Interfaces TI - 360 Depth Estimation in the Wild - The Depth360 Dataset and the SegFuse Network PY - 2022 Y1 - 3 2022 SP - 664 EP - 673 DO - 10.1109/VR51125.2022.00087 PB - IEEE ER -
< ref name="feng22depth">{{cite conference |last1=Feng |first1=Qi |last2=Shum |first2=Hubert P. H. |last3=Morishima |first3=Shigeo |title=360 Depth Estimation in the Wild - The Depth360 Dataset and the SegFuse Network |date=2022 |pages=664--673 |doi=10.1109/VR51125.2022.00087 |publisher=IEEE |url=https://arxiv.org/abs/2202.08010 }}< /ref>
Towards Graph Representation Learning Based Surgical Workflow Anticipation Oral Paper Proceedings of the 2022 IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI), 2022 Francis Xiatian Zhang, Noura Al Moubayed and Hubert P. H. Shum Topics: Biomedical Engineering, Interaction Modelling, Video Analysis, Motion Analysis Webpage DOI arXiv Cite This Plain Text
Francis Xiatian Zhang, Noura Al Moubayed and Hubert P. H. Shum, "Towards Graph Representation Learning Based Surgical Workflow Anticipation," in BHI '22: Proceedings of the 2022 IEEE-EMBS International Conference on Biomedical and Health Informatics, pp. 1-4, Ioannina, Greece, IEEE, Sep 2022.
Bibtex
@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}, }
RIS
TY - CONF AU - Zhang, Francis Xiatian AU - Moubayed, Noura Al AU - Shum, Hubert P. H. T2 - Proceedings of the 2022 IEEE-EMBS International Conference on Biomedical and Health Informatics TI - Towards Graph Representation Learning Based Surgical Workflow Anticipation PY - 2022 Y1 - 9 2022 SP - 1 EP - 4 DO - 10.1109/BHI56158.2022.9926801 PB - IEEE ER -
Brian K. S. Isaac-Medina, Matthew Poyser, Daniel Organisciak, Chris G. Willcocks, Toby P. Breckon and Hubert P. H. Shum, "Unmanned Aerial Vehicle Visual Detection and Tracking using Deep Neural Networks: A Performance Benchmark," in ICCVW '21: Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision Workshops, pp. 1223-1232, IEEE/CVF, Oct 2021.
Bibtex
@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}, }
RIS
TY - CONF AU - Isaac-Medina, Brian K. S. AU - Poyser, Matthew AU - Organisciak, Daniel AU - Willcocks, Chris G. AU - Breckon, Toby P. AU - Shum, Hubert P. H. T2 - Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision Workshops TI - Unmanned Aerial Vehicle Visual Detection and Tracking using Deep Neural Networks: A Performance Benchmark PY - 2021 Y1 - 10 2021 SP - 1223 EP - 1232 DO - 10.1109/ICCVW54120.2021.00142 PB - IEEE/CVF ER -
< ref name="issacmedina21unmanned">{{cite conference |last1=Isaac-Medina |first1=Brian K. S. |last2=Poyser |first2=Matthew |last3=Organisciak |first3=Daniel |last4=Willcocks |first4=Chris G. |last5=Breckon |first5=Toby P. |last6=Shum |first6=Hubert P. H. |title=Unmanned Aerial Vehicle Visual Detection and Tracking using Deep Neural Networks: A Performance Benchmark |date=2021 |pages=1223--1232 |doi=10.1109/ICCVW54120.2021.00142 |publisher=IEEE/CVF |url=https://arxiv.org/abs/2103.13933 }}< /ref>
Bi-Projection Based Foreground-Aware Omnidirectional Depth Prediction Proceedings of the 2021 Visual Computing (VC), 2021 Qi Feng, Hubert P. H. Shum and Shigeo Morishima Topics: 3D Reconstruction, Environment Sensing, Video Analysis Webpage Cite This Plain Text
Qi Feng, Hubert P. H. Shum and Shigeo Morishima, "Bi-Projection Based Foreground-Aware Omnidirectional Depth Prediction," in VC '21: Proceedings of the 2021 Visual Computing, Sep 2021.
Bibtex
@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}, }
RIS
TY - CONF AU - Feng, Qi AU - Shum, Hubert P. H. AU - Morishima, Shigeo T2 - Proceedings of the 2021 Visual Computing TI - Bi-Projection Based Foreground-Aware Omnidirectional Depth Prediction PY - 2021 Y1 - 9 2021 ER -
Foreground-Aware Dense Depth Estimation for 360 Images Journal of WSCG - Proceedings of the 2020 International Conferences in Central Europe on Computer Graphics, Visualization and Computer Vision (WSCG), 2020 Qi Feng, Hubert P. H. Shum and Shigeo Morishima Topics: 3D Reconstruction, Environment Sensing, Video Analysis Webpage DOI Cite This Plain Text
Qi Feng, Hubert P. H. Shum and Shigeo Morishima, "Foreground-Aware Dense Depth Estimation for 360 Images," Journal of WSCG, vol. 28, no. 1--2, pp. 79-88, Plzen, Czech Republic, May 2020.
Bibtex
@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}, }
RIS
TY - JOUR AU - Feng, Qi AU - Shum, Hubert P. H. AU - Morishima, Shigeo T2 - Journal of WSCG TI - Foreground-Aware Dense Depth Estimation for 360 Images PY - 2020 Y1 - 5 2020 VL - 28 IS - 1--2 SP - 79 EP - 88 DO - 10.24132/JWSCG.2020.28.10 SN - 1213-6972 ER -
Unsupervised Abnormal Behaviour Detection with Overhead Crowd Video Proceedings of the 2017 International Conference on Software, Knowledge, Information Management and Applications (SKIMA), 2017 Shoujiang Xu, Edmond S. L. Ho, Nauman Aslam and Hubert P. H. Shum Topics: Crowd Modelling, Surveillance, Video Analysis Webpage DOI Cite This Plain Text
Shoujiang Xu, Edmond S. L. Ho, Nauman Aslam and Hubert P. H. Shum, "Unsupervised Abnormal Behaviour Detection with Overhead Crowd Video," in SKIMA '17: Proceedings of the 2017 International Conference on Software, Knowledge, Information Management and Applications, pp. 1-6, Colombo, Sri Lanka, IEEE, Dec 2017.
Bibtex
@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}, }
RIS
TY - CONF AU - Xu, Shoujiang AU - Ho, Edmond S. L. AU - Aslam, Nauman AU - Shum, Hubert P. H. T2 - Proceedings of the 2017 International Conference on Software, Knowledge, Information Management and Applications TI - Unsupervised Abnormal Behaviour Detection with Overhead Crowd Video PY - 2017 Y1 - 12 2017 SP - 1 EP - 6 DO - 10.1109/SKIMA.2017.8294092 SN - 2573-3214 PB - IEEE ER -
Hubert P. H. Shum and Taku Komura, "Tracking the Translational and Rotational Movement of the Ball Using High-Speed Camera Movies," in ICIP '05: Proceedings of the 2005 IEEE International Conference on Image Processing, vol. 3, pp. 1084-1087, Genova, Italy, IEEE, Sep 2005.
Bibtex
@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}, }
RIS
TY - CONF AU - Shum, Hubert P. H. AU - Komura, Taku T2 - Proceedings of the 2005 IEEE International Conference on Image Processing TI - Tracking the Translational and Rotational Movement of the Ball Using High-Speed Camera Movies PY - 2005 Y1 - 9 2005 VL - 3 SP - 1084 EP - 1087 DO - 10.1109/ICIP.2005.1530584 SN - 0-7803-9134-9 PB - IEEE ER -
< ref name="shum05tracking">{{cite conference |last1=Shum |first1=Hubert P. H. |last2=Komura |first2=Taku |title=Tracking the Translational and Rotational Movement of the Ball Using High-Speed Camera Movies |date=2005 |volume=3 |pages=1084--1087 |doi=10.1109/ICIP.2005.1530584 |isbn=0-7803-9134-9 |publisher=IEEE |url=http://doi.org/10.1109/ICIP.2005.1530584 }}< /ref>
Hubert P. H. Shum and Taku Komura, "A Spatiotemporal Approach to Extract the 3D Trajectory of the Baseball from a Single View Video Sequence," in ICME '04: Proceedings of the 2004 IEEE International Conference on Multimedia and Expo, vol. 3, pp. 1583-1586, Taipei, Taiwan, IEEE, Jun 2004.
Bibtex
@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}, }
RIS
TY - CONF AU - Shum, Hubert P. H. AU - Komura, Taku T2 - Proceedings of the 2004 IEEE International Conference on Multimedia and Expo TI - A Spatiotemporal Approach to Extract the 3D Trajectory of the Baseball from a Single View Video Sequence PY - 2004 Y1 - 6 2004 VL - 3 SP - 1583 EP - 1586 DO - 10.1109/ICME.2004.1394551 PB - IEEE ER -
< ref name="shum04spatiotemporal">{{cite conference |last1=Shum |first1=Hubert P. H. |last2=Komura |first2=Taku |title=A Spatiotemporal Approach to Extract the 3D Trajectory of the Baseball from a Single View Video Sequence |date=2004 |volume=3 |pages=1583--1586 |doi=10.1109/ICME.2004.1394551 |publisher=IEEE |url=http://doi.org/10.1109/ICME.2004.1394551 }}< /ref>