• DocumentCode
    146396
  • Title

    Sport motion picture analysis as time series data

  • Author

    Maeda, T. ; Fujii, Masahiro ; Hayashi, Isao

  • Author_Institution
    Fac. of Manage. Inf., Hannan Univ., Hannan, Japan
  • fYear
    2014
  • fDate
    14-16 March 2014
  • Firstpage
    530
  • Lastpage
    535
  • Abstract
    We present a sport skill data analysis with time series image data retrieved from motion pictures, focused on table tennis. We do not use body nor skeleton model, but use only hi-speed motion pictures, 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 forehand stroke of table tennis, and discuss mono and meta-functional skills for improving skills.
  • Keywords
    data mining; image motion analysis; sport; time series; data analysis; data mining methods; forehand stroke; internal models; metafunctional skills; monofunctional skills; motion pictures; sport motion picture analysis; table tennis; technical skills; time series image data retrieval; Biological system modeling; Biomechanics; Psychology; Radio frequency; Data Mining; Knowledge Acquisition; Motion Picture; Sport Skill; Time Series Data;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Advanced Motion Control (AMC),2014 IEEE 13th International Workshop on
  • Conference_Location
    Yokohama
  • Type

    conf

  • DOI
    10.1109/AMC.2014.6823337
  • Filename
    6823337