Title :
Development of motion analysis system for quantitative evaluation of teamwork in soccer games
Author :
Taki, Tsuyoshi ; Hasegawa, Jun-ichi ; Fukumura, Teruo
Author_Institution :
School of Comput. & Cognitive Sci., Chukyo Univ., Aichi, Japan
Abstract :
We present a motion analysis system of soccer games. The purpose of this system is to evaluate the teamwork quantitatively based on the movement of all the players in a game. Space management and cooperative movement by the players are two major factors for teamwork evaluation. To quantify them from motion images, we propose two new features; “minimum moving time pattern” and “dominant region”. From experiments using actual game scenes, it is suggested that the proposed system can be a new tool for supporting to evaluate the teamwork
Keywords :
feature extraction; games of skill; image segmentation; motion estimation; sport; video signal processing; cooperative movement; dominant region; experiments; game scenes; minimum moving time pattern; motion analysis system; motion images; motion video; movement; quantitative evaluation; soccer games; space management; team sports; teamwork evaluation; Animation; Cameras; Collaborative work; Games; Humans; Image motion analysis; Layout; Motion analysis; Teamwork; Visualization;
Conference_Titel :
Image Processing, 1996. Proceedings., International Conference on
Conference_Location :
Lausanne
Print_ISBN :
0-7803-3259-8
DOI :
10.1109/ICIP.1996.560865