Automatic Evaluation of Boxing Techniques from Captured Shadow Boxing Data

Hubert P. H. Shum, Taku Komura and Akinori Nagano
Proceedings of the 2007 Congress of International Society of Biomechanics (ISB), 2007

Automatic Evaluation of Boxing Techniques from Captured Shadow Boxing Data

Abstract

We propose a fully automatic procedure to preprocess captured shadow boxing motion and evaluate the boxer's techniques. The captured shadow boxing motions are automatically segmented and classified into different actions such as straight punches, hooks, or translations. Then, it is possible to automatically evaluate their skills by checking the quality of their movements and finding out which kind of motions are available by the boxers. It is also possible to compose a Motion Graph of the fighters and simulate the matches of different boxers to find out their weak points. The proposed method is useful for boxers to periodically check their performances.

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BibTeX

@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},
}

RIS

TY  - CONF
AU  - Shum, Hubert P. H.
AU  - Komura, Taku
AU  - Nagano, Akinori
T2  - Proceedings of the 2007 Congress of International Society of Biomechanics
TI  - Automatic Evaluation of Boxing Techniques from Captured Shadow Boxing Data
PY  - 2007
Y1  - 7 2007
VL  - 40
SP  - 277
EP  - 277
DO  - 10.1016/S0021-9290(07)70273-7
ER  - 

Plain Text

Hubert P. H. Shum, Taku Komura and Akinori Nagano, "Automatic Evaluation of Boxing Techniques from Captured Shadow Boxing Data," in ISB '07: Proceedings of the 2007 Congress of International Society of Biomechanics, vol. 40, pp. 277, Taipei, Taiwan, Jul 2007.

Supporting Grants

Similar Research

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Yijun Shen, He Wang, Edmond S. L. Ho, Longzhi Yang and Hubert P. H. Shum, "Posture-Based and Action-Based Graphs for Boxing Skill Visualization", Computers and Graphics (C&G), 2017
Jake Hall, Jacky C. P. Chan, Hubert P. H. Shum and Edmond S. L. Ho, "An Interactive Motion Analysis Framework for Diagnosing and Rectifying Potential Injuries Caused Through Resistance Training", Proceedings of the 2019 ACM SIGGRAPH Conference on Motion, Interaction and Games (MIG) Posters, 2019
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 (TCSVT), 2023

 

 

Last updated on 4 June 2024
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