SkillVis: A Visualization Tool for Boxing Skill Assessment

SkillVis: A Visualization Tool for Boxing Skill Assessment

Abstract

Motion analysis and visualization are crucial in sports science for sports training and performance evaluation. While primitive computational methods have been proposed for simple analysis such as postures and movements, few can evaluate the high-level quality of sports players such as their skill levels and strategies. We propose a visualization tool to help visualizing boxers' motions and assess their skill levels. Our system automatically builds a graph-based representation from motion capture data and reduces the dimension of the graph onto a 3D space so that it can be easily visualized and understood. In particular, our system allows easy understanding of the boxer's boxing behaviours, preferred actions, potential strength and weakness. We demonstrate the effectiveness of our system on different boxers' motions. Our system not only serves as a tool for visualization, it also provides intuitive motion analysis that can be further used beyond sports science.

Publication

Hubert P. H. Shum, He Wang, Edmond S. L. Ho and Taku Komura,
"SkillVis: A Visualization Tool for Boxing Skill Assessment",
Proceedings of the 2016 International Conference on Motion in Games (MIG)

Citation=3##

## Citation count from Google Scholar as of 2018

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References

BibTeX

@inproceedings{shum16skillvis,
 author={Shum, Hubert P. H. and Wang, He and Ho, Edmond S. L. and Komura, Taku},
 booktitle={Proceedings of the 2016 International Conference on Motion in Games},
 series={MIG '16},
 title={SkillVis: A Visualization Tool for Boxing Skill Assessment},
 year={2016},
 month={Oct},
 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},
}

EndNote/RefMan

TY  - CONF
AU  - Shum, Hubert P. H.
AU  - Wang, He
AU  - Ho, Edmond S. L.
AU  - Komura, Taku
T2  - Proceedings of the 2016 International Conference on Motion in Games
TI  - SkillVis: A Visualization Tool for Boxing Skill Assessment
PY  - 2016
Y1  - Oct 2016
SP  - 145
EP  - 153
DO  - 10.1145/2994258.2994266
SN  - 978-1-4503-4592-7
PB  - ACM
ER  - 

Plain Text

Hubert P. H. Shum, He Wang, Edmond S. L. Ho and Taku Komura, "SkillVis: A Visualization Tool for Boxing Skill Assessment," in MIG '16: Proceedings of the 2016 International Conference on Motion in Games, pp. 145-153, San Francisco, USA, ACM, Oct 2016.

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Last update: 18/06/2019