DocumentCode :
456979
Title :
Estimation of Ball Route under Overlapping with Players and Lines in Soccer Video Image Sequence
Author :
Shimawaki, Takumi ; Sakiyama, Takuro ; Miura, Jun ; Shirai, Yoshiaki
Author_Institution :
Dept. of Mech. Eng., Osaka Univ.
Volume :
1
fYear :
0
fDate :
0-0 0
Firstpage :
359
Lastpage :
362
Abstract :
This paper deals with the analysis of broadcast soccer video. To recognize interesting events such as a goal, estimation of ball movements is necessary. It is, however, sometimes difficult to detect a ball by a simple color and shape-based method when it overlaps with players and lines. We therefore develop a method of estimating a ball route during such overlaps by considering spatio-temporal relationships between players, lines, and the ball. The method can deal with difficult cases such as the one where a ball disappears at a player and re-appears from another player. Experimental results show the effectiveness of the method
Keywords :
edge detection; image sequences; motion estimation; object detection; object recognition; sport; video signal processing; ball detection; ball movement estimation; ball route estimation; broadcast soccer video; event recognition; players; soccer video image sequence; spatiotemporal relationship; Broadcasting; Cameras; Games; Gunshot detection systems; Image analysis; Image sequence analysis; Image sequences; Layout; Mechanical engineering; Multimedia communication;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Pattern Recognition, 2006. ICPR 2006. 18th International Conference on
Conference_Location :
Hong Kong
ISSN :
1051-4651
Print_ISBN :
0-7695-2521-0
Type :
conf
DOI :
10.1109/ICPR.2006.503
Filename :
1698907
Link To Document :
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