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
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