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
Link To Document