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
Link To Document :
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