• DocumentCode
    1626311
  • Title

    Acquisition of embodied knowledge on sport skill using TAM network

  • Author

    Hayashi, Isao ; Maeda, Toshiyuki ; Fujii, Masanori ; Wang, Shuoyu ; Tasaka, Tokio

  • Author_Institution
    Fac. of Inf., Kansai Univ., Takatsuki, Japan
  • fYear
    2009
  • Firstpage
    1038
  • Lastpage
    1043
  • Abstract
    In this paper, we discuss sport technique evaluation using motion analysis model by neural networks and data mining methods. For students of university, we recorded the continuous forehand stroke of the table tennis in the video frames, and analyzed the trajectory pattern of nine marking points attached at subject´s body with a coach´s technique evaluation and the motion analysis model. As a result, we obtained some technique rules classified member of table tennis club, middle level player and beginner as fuzzy rules, and also estimated the movement of the marking points to improve in table tennis technique.
  • Keywords
    data mining; image motion analysis; neural nets; sport; video signal processing; TAM network; coach technique evaluation; continuous forehand stroke; data mining method; embodied knowledge acquisition; motion analysis model; neural network; sport skill; sport technique evaluation; table tennis club; technology acceptance model; trajectory pattern; video frame; Biological system modeling; Data mining; Humans; Informatics; Information management; Measurement techniques; Motion analysis; Neural networks; Pattern analysis; Trajectory;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Fuzzy Systems, 2009. FUZZ-IEEE 2009. IEEE International Conference on
  • Conference_Location
    Jeju Island
  • ISSN
    1098-7584
  • Print_ISBN
    978-1-4244-3596-8
  • Electronic_ISBN
    1098-7584
  • Type

    conf

  • DOI
    10.1109/FUZZY.2009.5277228
  • Filename
    5277228