Interaction provides a valuable context for understanding high-level activities. We extract and model novel interaction features among humans and objects for problems in recognition, analysis and synthesis.
Luca Crosato, Hubert P. H. Shum, Edmond S. L. Ho and Chongfeng Wei, "Interaction-Aware Decision-Making for Automated Vehicles using Social Value Orientation," IEEE Transactions on Intelligent Vehicles, vol. 8, no. 2, pp. 1339-1349, IEEE, 2023.
Bibtex
@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}, }
RIS
TY - JOUR AU - Crosato, Luca AU - Shum, Hubert P. H. AU - Ho, Edmond S. L. AU - Wei, Chongfeng T2 - IEEE Transactions on Intelligent Vehicles TI - Interaction-Aware Decision-Making for Automated Vehicles using Social Value Orientation PY - 2023 VL - 8 IS - 2 SP - 1339 EP - 1349 DO - 10.1109/TIV.2022.3189836 SN - 2379-8858 PB - IEEE ER -
< ref name="crosato23interaction">{{cite journal |last1=Crosato |first1=Luca |last2=Shum |first2=Hubert P. H. |last3=Ho |first3=Edmond S. L. |last4=Wei |first4=Chongfeng |title=Interaction-Aware Decision-Making for Automated Vehicles using Social Value Orientation |journal=IEEE Transactions on Intelligent Vehicles |date=2023 |volume=8 |issue=2 |pages=1339--1349 |doi=10.1109/TIV.2022.3189836 |issn=2379-8858 |publisher=IEEE |url=https://arxiv.org/abs/2207.05853 }}< /ref>
Hubert P. H. Shum, Taku Komura, Masashi Shiraishi and Shuntaro Yamazaki, "Interaction Patches for Multi-Character Animation," ACM Transactions on Graphics, vol. 27, no. 5, pp. 114:1-114:8, ACM, Dec 2008.
Bibtex
@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}, }
RIS
TY - JOUR AU - Shum, Hubert P. H. AU - Komura, Taku AU - Shiraishi, Masashi AU - Yamazaki, Shuntaro T2 - ACM Transactions on Graphics TI - Interaction Patches for Multi-Character Animation PY - 2008 Y1 - 12 2008 VL - 27 IS - 5 SP - 114:1 EP - 114:8 DO - 10.1145/1409060.1409067 SN - 0730-0301 PB - ACM ER -
Manli Zhu, Edmond S. L. Ho, Shuang Chen, Longzhi Yang and Hubert P. H. Shum, "Geometric Features Enhanced Human-Object Interaction Detection," IEEE Transactions on Instrumentation and Measurement, vol. 73, IEEE, 2024.
Bibtex
@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}, }
RIS
TY - JOUR AU - Zhu, Manli AU - Ho, Edmond S. L. AU - Chen, Shuang AU - Yang, Longzhi AU - Shum, Hubert P. H. T2 - IEEE Transactions on Instrumentation and Measurement TI - Geometric Features Enhanced Human-Object Interaction Detection PY - 2024 VL - 73 DO - 10.1109/TIM.2024.3427800 SN - 0018-9456 PB - IEEE ER -
Yijun Shen, Longzhi Yang, Edmond S. L. Ho and Hubert P. H. Shum, "Interaction-Based Human Activity Comparison," IEEE Transactions on Visualization and Computer Graphics, vol. 26, no. 8, pp. 115673-115684, IEEE, 2020.
Bibtex
@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}, }
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TY - JOUR AU - Shen, Yijun AU - Yang, Longzhi AU - Ho, Edmond S. L. AU - Shum, Hubert P. H. T2 - IEEE Transactions on Visualization and Computer Graphics TI - Interaction-Based Human Activity Comparison PY - 2020 VL - 26 IS - 8 SP - 115673 EP - 115684 DO - 10.1109/TVCG.2019.2893247 PB - IEEE ER -
Hubert P. H. Shum, Taku Komura and Shuntaro Yamazaki, "Simulating Multiple Character Interactions with Collaborative and Adversarial Goals," IEEE Transactions on Visualization and Computer Graphics, vol. 18, no. 5, pp. 741-752, IEEE, May 2012.
Bibtex
@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}, }
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TY - JOUR AU - Shum, Hubert P. H. AU - Komura, Taku AU - Yamazaki, Shuntaro T2 - IEEE Transactions on Visualization and Computer Graphics TI - Simulating Multiple Character Interactions with Collaborative and Adversarial Goals PY - 2012 Y1 - 5 2012 VL - 18 IS - 5 SP - 741 EP - 752 DO - 10.1109/TVCG.2010.257 SN - 1077-2626 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}, }
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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 -
Edmond S. L. Ho, Hubert P. H. Shum, Yiu-ming Cheung and P. C. Yuen, "Topology Aware Data-Driven Inverse Kinematics," Computer Graphics Forum, vol. 32, no. 7, pp. 61-70, John Wiley and Sons Ltd., Oct 2013.
Bibtex
@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}, }
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TY - JOUR AU - Ho, Edmond S. L. AU - Shum, Hubert P. H. AU - Cheung, Yiu-ming AU - Yuen, P. C. T2 - Computer Graphics Forum TI - Topology Aware Data-Driven Inverse Kinematics PY - 2013 Y1 - 10 2013 VL - 32 IS - 7 SP - 61 EP - 70 DO - 10.1111/cgf.12212 PB - John Wiley and Sons Ltd. ER -
< ref name="ho13topology">{{cite journal |last1=Ho |first1=Edmond S. L. |last2=Shum |first2=Hubert P. H. |last3=Cheung |first3=Yiu-ming |last4=Yuen |first4=P. C. |title=Topology Aware Data-Driven Inverse Kinematics |journal=Computer Graphics Forum |date=2013 |volume=32 |issue=7 |pages=61--70 |doi=10.1111/cgf.12212 |publisher=John Wiley and Sons Ltd. |url=http://doi.org/10.1111/cgf.12212 }}< /ref>
Qianhui Men, Hubert P. H. Shum, Edmond S. L. Ho and Howard Leung, "GAN-Based Reactive Motion Synthesis with Class-Aware Discriminators for Human-Human Interaction," Computers and Graphics, vol. 102, pp. 634-645, Elsevier, 2022.
Bibtex
@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}, }
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TY - JOUR AU - Men, Qianhui AU - Shum, Hubert P. H. AU - Ho, Edmond S. L. AU - Leung, Howard T2 - Computers and Graphics TI - GAN-Based Reactive Motion Synthesis with Class-Aware Discriminators for Human-Human Interaction PY - 2022 VL - 102 SP - 634 EP - 645 DO - 10.1016/j.cag.2021.09.014 SN - 0097-8493 PB - Elsevier ER -
Merryn D. Constable, Hubert P. H. Shum and Stephen Clark, "Enhancing Surgical Performance in Cardiothoracic Surgery with Innovations from Computer Vision and Artificial Intelligence: A Narrative Review," Journal of Cardiothoracic Surgery, vol. 19, pp. 94, BMC, 2024.
Bibtex
@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}, }
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TY - JOUR AU - Constable, Merryn D. AU - Shum, Hubert P. H. AU - Clark, Stephen T2 - Journal of Cardiothoracic Surgery TI - Enhancing Surgical Performance in Cardiothoracic Surgery with Innovations from Computer Vision and Artificial Intelligence: A Narrative Review PY - 2024 VL - 19 SP - 94 EP - 94 DO - 10.1186/s13019-024-02558-5 SN - 1749-8090 PB - BMC ER -
< ref name="constable24enhancing">{{cite journal |last1=Constable |first1=Merryn D. |last2=Shum |first2=Hubert P. H. |last3=Clark |first3=Stephen |title=Enhancing Surgical Performance in Cardiothoracic Surgery with Innovations from Computer Vision and Artificial Intelligence: A Narrative Review |journal=Journal of Cardiothoracic Surgery |date=2024 |volume=19 |pages=94 |doi=10.1186/s13019-024-02558-5 |issn=1749-8090 |publisher=BMC |url=https://arxiv.org/abs/2402.11288 }}< /ref>
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}, }
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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>
Luca Crosato, Chongfeng Wei, Edmond S. L. Ho, Hubert P. H. Shum and Yuzhu Sun, "A Virtual Reality Framework for Human-Driver Interaction Research: Safe and Cost-Effective Data Collection," in HRI '24: Proceedings of the 2024 ACM/IEEE International Conference on Human Robot Interaction, pp. 167-174, Colorado, USA, ACM/IEEE, 2024.
Bibtex
@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}, }
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TY - CONF AU - Crosato, Luca AU - Wei, Chongfeng AU - Ho, Edmond S. L. AU - Shum, Hubert P. H. AU - Sun, Yuzhu T2 - Proceedings of the 2024 ACM/IEEE International Conference on Human Robot Interaction TI - A Virtual Reality Framework for Human-Driver Interaction Research: Safe and Cost-Effective Data Collection PY - 2024 SP - 167 EP - 174 DO - 10.1145/3610977.3634923 SN - 9.80E+12 PB - ACM/IEEE ER -
Baiyi Li, Edmond S. L. Ho, Hubert P. H. Shum and He Wang, "Two-Person Interaction Augmentation with Skeleton Priors," in CVPRW '24: Proceedings of the 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, pp. 1900-1910, Seattle, USA, IEEE/CVF, 2024.
Bibtex
@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}, }
RIS
TY - CONF AU - Li, Baiyi AU - Ho, Edmond S. L. AU - Shum, Hubert P. H. AU - Wang, He T2 - Proceedings of the 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops TI - Two-Person Interaction Augmentation with Skeleton Priors PY - 2024 SP - 1900-1910 EP - 1900-1910 DO - 10.1109/CVPRW63382.2024.00196 PB - IEEE/CVF ER -
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 -
A Skeleton-Aware Graph Convolutional Network for Human-Object Interaction Detection Proceedings of the 2022 IEEE International Conference on Systems, Man, and Cybernetics (SMC), 2022 Manli Zhu, Edmond S. L. Ho and Hubert P. H. Shum Topics: Interaction Modelling, Action Recognition Webpage DOI arXiv Cite This Plain Text
Manli Zhu, Edmond S. L. Ho and Hubert P. H. Shum, "A Skeleton-Aware Graph Convolutional Network for Human-Object Interaction Detection," in SMC '22: Proceedings of the 2022 IEEE International Conference on Systems, Man, and Cybernetics, pp. 275-281, Prague, Czech Republic, IEEE, Oct 2022.
Bibtex
@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}, }
RIS
TY - CONF AU - Zhu, Manli AU - Ho, Edmond S. L. AU - Shum, Hubert P. H. T2 - Proceedings of the 2022 IEEE International Conference on Systems, Man, and Cybernetics TI - A Skeleton-Aware Graph Convolutional Network for Human-Object Interaction Detection PY - 2022 Y1 - 10 2022 SP - 275 EP - 281 DO - 10.1109/SMC53654.2022.9945149 PB - IEEE ER -
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}, }
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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 -
Luca Crosato, Chongfeng Wei, Edmond S. L. Ho and Hubert P. H. Shum, "Human-Centric Autonomous Driving in an AV-Pedestrian Interactive Environment Using SVO," in ICHMS '21: Proceedings of the 2021 IEEE International Conference on Human-Machine Systems, pp. 1-6, Magdeburg, Germany, IEEE, Sep 2021.
Bibtex
@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}, }
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TY - CONF AU - Crosato, Luca AU - Wei, Chongfeng AU - Ho, Edmond S. L. AU - Shum, Hubert P. H. T2 - Proceedings of the 2021 IEEE International Conference on Human-Machine Systems TI - Human-Centric Autonomous Driving in an AV-Pedestrian Interactive Environment Using SVO PY - 2021 Y1 - 9 2021 SP - 1 EP - 6 DO - 10.1109/ICHMS53169.2021.9582640 PB - IEEE ER -
< ref name="luca21humancentric">{{cite conference |last1=Crosato |first1=Luca |last2=Wei |first2=Chongfeng |last3=Ho |first3=Edmond S. L. |last4=Shum |first4=Hubert P. H. |title=Human-Centric Autonomous Driving in an AV-Pedestrian Interactive Environment Using SVO |date=2021 |pages=1--6 |doi=10.1109/ICHMS53169.2021.9582640 |publisher=IEEE |url=http://doi.org/10.1109/ICHMS53169.2021.9582640 }}< /ref>
Qianhui Men, Howard Leung, Edmond S. L. Ho and Hubert P. H. Shum, "A Two-Stream Recurrent Network for Skeleton-Based Human Interaction Recognition," in ICPR '20: Proceedings of the 2020 International Conference on Pattern Recognition, pp. 2771-2778, Milan, Italy, Jan 2020.
Bibtex
@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}, }
RIS
TY - CONF AU - Men, Qianhui AU - Leung, Howard AU - Ho, Edmond S. L. AU - Shum, Hubert P. H. T2 - Proceedings of the 2020 International Conference on Pattern Recognition TI - A Two-Stream Recurrent Network for Skeleton-Based Human Interaction Recognition PY - 2020 Y1 - 1 2020 SP - 2771 EP - 2778 DO - 10.1109/ICPR48806.2021.9412538 ER -
Edmond S. L. Ho and Hubert P. H. Shum, "Motion Adaptation for Humanoid Robots in Constrained Environments," in ICRA '13: Proceedings of the 2013 IEEE International Conference on Robotics and Automation, pp. 3813-3818, Karlsruhe, IEEE, May 2013.
Bibtex
@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}, }
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TY - CONF AU - Ho, Edmond S. L. AU - Shum, Hubert P. H. T2 - Proceedings of the 2013 IEEE International Conference on Robotics and Automation TI - Motion Adaptation for Humanoid Robots in Constrained Environments PY - 2013 Y1 - 5 2013 SP - 3813 EP - 3818 DO - 10.1109/ICRA.2013.6631113 SN - 1050-4729 PB - IEEE ER -
< ref name="ho13motion">{{cite conference |last1=Ho |first1=Edmond S. L. |last2=Shum |first2=Hubert P. H. |title=Motion Adaptation for Humanoid Robots in Constrained Environments |date=2013 |pages=3813--3818 |doi=10.1109/ICRA.2013.6631113 |issn=1050-4729 |isbn=978-1-4673-5641-1 |publisher=IEEE |url=http://doi.org/10.1109/ICRA.2013.6631113 }}< /ref>
Serious Games with Human-Object Interactions using RGB-D Camera Proceedings of the 2013 ACM International Conference on Motion in Games (MIG) Posters, 2013 Hubert P. H. Shum Topics: 3D Reconstruction, Interaction Modelling, Environment Sensing Webpage Cite This Plain Text
Hubert P. H. Shum, "Serious Games with Human-Object Interactions using RGB-D Camera," in MIG '13: Proceedings of the 2013 ACM International Conference on Motion in Games, Dublin, Ireland, Springer-Verlag, Nov 2013.
Bibtex
@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}, }
RIS
TY - CONF AU - Shum, Hubert P. H. T2 - Proceedings of the 2013 ACM International Conference on Motion in Games TI - Serious Games with Human-Object Interactions using RGB-D Camera PY - 2013 Y1 - 11 2013 PB - Springer-Verlag ER -
< ref name="shum13serious">{{cite conference |last1=Shum |first1=Hubert P. H. |title=Serious Games with Human-Object Interactions using RGB-D Camera |date=2013 |publisher=Springer-Verlag }}< /ref>
Manufacturing Video Graphics Patent: Patent from the World Intellectual Property Organization, 2010 Taku Komura and Hubert P. H. Shum Topics: Character Animation, Interaction Modelling Webpage Cite This Plain Text
Taku Komura and Hubert P. H. Shum, "Manufacturing Video Graphics," WO Patent WO/2010/057897, 2010.
Bibtex
@misc{komura10manufacturing, author={Komura, Taku and Shum, Hubert P. H.}, title={Manufacturing Video Graphics}, year={2010}, publisher={WO Patent WO/2010/057897}, }
RIS
TY - GEN AU - Komura, Taku AU - Shum, Hubert P. H. TI - Manufacturing Video Graphics PY - 2010 PB - WO Patent WO/2010/057897 ER -
Simulating Interactions Among Multiple Characters PhD Thesis from the University of Edinburgh, 2010 Hubert P. H. Shum Topics: Character Animation, Interaction Modelling Webpage Cite This Plain Text
Hubert P. H. Shum, "Simulating Interactions Among Multiple Characters," University of Edinburgh, 2010.
Bibtex
@phdthesis{shum10simulating, author={Shum, Hubert P. H.}, title={Simulating Interactions Among Multiple Characters}, year={2010}, numpages={151}, publisher={University of Edinburgh}, Address={Edinburgh, UK}, }
RIS
TY - THES AU - Shum, Hubert P. H. TI - Simulating Interactions Among Multiple Characters PY - 2010 PB - University of Edinburgh ER -
< ref name="shum10simulating">{{cite thesis |last1=Shum |first1=Hubert P. H. |title=Simulating Interactions Among Multiple Characters |date=2010 |publisher=University of Edinburgh }}< /ref>
Hubert P. H. Shum, Taku Komura and Shuntaro Yamazaki, "Simulating Interactions of Avatars in High Dimensional State Space," in I3D '08: Proceedings of the 2008 ACM SIGGRAPH Symposium on Interactive 3D Graphics and Games, pp. 131-138, Redwood City, California, ACM, Feb 2008.
Bibtex
@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}, }
RIS
TY - CONF AU - Shum, Hubert P. H. AU - Komura, Taku AU - Yamazaki, Shuntaro T2 - Proceedings of the 2008 ACM SIGGRAPH Symposium on Interactive 3D Graphics and Games TI - Simulating Interactions of Avatars in High Dimensional State Space PY - 2008 Y1 - 2 2008 SP - 131 EP - 138 DO - 10.1145/1342250.1342271 SN - 978-1-59593-983-8 PB - ACM ER -
< ref name="shum08simulating">{{cite conference |last1=Shum |first1=Hubert P. H. |last2=Komura |first2=Taku |last3=Yamazaki |first3=Shuntaro |title=Simulating Interactions of Avatars in High Dimensional State Space |date=2008 |pages=131--138 |doi=10.1145/1342250.1342271 |isbn=978-1-59593-983-8 |publisher=ACM |url=http://doi.org/10.1145/1342250.1342271 }}< /ref>
Taku Komura, Hubert P. H. Shum and Edmond S. L. Ho, "Simulating Interactions of Characters," in MIG '08: Proceedings of the 2008 ACM International Conference on Motion in Games, pp. 94-103, Utrecht, The Netherlands, Springer-Verlag, Jun 2008.
Bibtex
@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}, }
RIS
TY - CONF AU - Komura, Taku AU - Shum, Hubert P. H. AU - Ho, Edmond S. L. T2 - Proceedings of the 2008 ACM International Conference on Motion in Games TI - Simulating Interactions of Characters PY - 2008 Y1 - 6 2008 SP - 94 EP - 103 DO - 10.1007/978-3-540-89220-5_10 SN - 978-3-540-89219-9 PB - Springer-Verlag ER -
Hubert P. H. Shum, Taku Komura and Shuntaro Yamazaki, "Simulating Competitive Interactions using Singly Captured Motions," in VRST '07: Proceedings of the 2007 ACM Symposium on Virtual Reality Software and Technology, pp. 65-72, Newport Beach, California, ACM, Nov 2007.
Bibtex
@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}, }
RIS
TY - CONF AU - Shum, Hubert P. H. AU - Komura, Taku AU - Yamazaki, Shuntaro T2 - Proceedings of the 2007 ACM Symposium on Virtual Reality Software and Technology TI - Simulating Competitive Interactions using Singly Captured Motions PY - 2007 Y1 - 11 2007 SP - 65 EP - 72 DO - 10.1145/1315184.1315194 SN - 978-1-59593-863-3 PB - ACM ER -
Generating Realistic Fighting Scenes by Game Tree Proceedings of the 2006 ACM SIGGRAPH/Eurographics Symposium on Computer Animation (SCA) Posters, 2006 Hubert P. H. Shum and Taku Komura Topics: Character Animation, Interaction Modelling Webpage Cite This Plain Text
Hubert P. H. Shum and Taku Komura, "Generating Realistic Fighting Scenes by Game Tree," in SCA '06: Proceedings of the 2006 ACM SIGGRAPH/Eurographics Symposium on Computer Animation, Vienna, Austria, Eurographics Association, Sep 2006.
Bibtex
@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}, }
RIS
TY - CONF AU - Shum, Hubert P. H. AU - Komura, Taku T2 - Proceedings of the 2006 ACM SIGGRAPH/Eurographics Symposium on Computer Animation TI - Generating Realistic Fighting Scenes by Game Tree PY - 2006 Y1 - 9 2006 SN - 3-905673-34-7 PB - Eurographics Association ER -
< ref name="shum06generating">{{cite conference |last1=Shum |first1=Hubert P. H. |last2=Komura |first2=Taku |title=Generating Realistic Fighting Scenes by Game Tree |date=2006 |isbn=3-905673-34-7 |publisher=Eurographics Association }}< /ref>
Hubert P. H. Shum and Taku Komura, "Technical Note: Generating Realistic Fighting Scenes by Game Tree," arXiv preprint arXiv:2006.11620, 2006.
Bibtex
@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}, }
RIS
TY - Preprint AU - Shum, Hubert P. H. AU - Komura, Taku JO - arXiv preprints SP - arXiv:2006.11620 KW - cs.GR TI - Technical Note: Generating Realistic Fighting Scenes by Game Tree PY - 2006 DO - 10.48550/arXiv.2006.11620 ER -