DocumentCode :
661421
Title :
Representation of the player action in sport videos
Author :
Jingwen Zhang ; Jiankang Qiu ; Xiangdong Wang ; Lifang Wu
Author_Institution :
Coll. of Electron. Inf. & Control Eng., Beijing Univ. of Technol., Beijing, China
fYear :
2013
fDate :
Oct. 29 2013-Nov. 1 2013
Firstpage :
1
Lastpage :
4
Abstract :
In a sport video, the complex and dynamic background and the complexity of player actions bring considerable difficulty to analyze the player´s action. In this paper we propose a method to represent the player´s action on the panoramic background in a whole. It is helpful for watching and analyzing the player´s action. We first build the panoramic background by the inter-frame relationship. Then object segmentation is implemented by subtraction between the panoramic background and each warped frame. Finally, the player´s action in each frame is represented on the panoramic background. And the trajectory of the player action is presented on the background. The experimental results show that the proposed method is effective for the sports video like diving, jumps, which the player performs his or her action in a large arena, and the camera motion mainly includes horizontal and vertical direction.
Keywords :
image representation; image segmentation; sport; video signal processing; dynamic background; inter-frame relationship; object segmentation; panoramic background; player action analysis; player action representation; sport videos; warped frame; Cameras; Computational modeling; Mathematical model; Noise; Object segmentation; Trajectory; Videos;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Signal and Information Processing Association Annual Summit and Conference (APSIPA), 2013 Asia-Pacific
Conference_Location :
Kaohsiung
Type :
conf
DOI :
10.1109/APSIPA.2013.6694283
Filename :
6694283
Link To Document :
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