Automatic Evaluation of Boxing Techniques from Captured Shadow Boxing Data

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.

Publication

Hubert P. H. Shum, Taku Komura and Akinori Nagano,
"Automatic Evaluation of Boxing Techniques from Captured Shadow Boxing Data",
Proceedings of the 2007 Congress of International Society of Biomechanics (ISB)

Citation=1##

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References

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={Jul},
 volume={40},
 pages={277},
 numpages={1},
 doi={10.1016/S0021-9290(07)70273-7},
 location={Taipei, Taiwan},
}

EndNote/RefMan

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  - Jul 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.

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Last update: 18/06/2019