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Skill Analysis with Time Series Image Data

Authors
  • Maeda, Toshiyuki
  • Fujii, Masanori
  • Hayashi, Isao
Type
Published Article
Publication Date
Jan 20, 2014
Submission Date
Jan 20, 2014
Identifiers
DOI: 10.7321/jscse.v3.n3.87
Source
arXiv
License
Yellow
External links

Abstract

We present a skill analysis with time series image data using data mining methods, focused on table tennis. We do not use body model, but use only hi-speed movies, from which time series data are obtained and analyzed using data mining methods such as C4.5 and so on. We identify internal models for technical skills as evaluation skillfulness for the forehand stroke of table tennis, and discuss mono and meta-functional skills for improving skills.

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