DocumentCode :
2489282
Title :
Analysis and retargeting of ball sports video
Author :
Kopf, Stephan ; Guthier, Benjamin ; Farin, Dirk ; Han, Jungong
Author_Institution :
Univ. of Mannheim, Mannheim, Germany
fYear :
2011
fDate :
5-7 Jan. 2011
Firstpage :
9
Lastpage :
14
Abstract :
The quality achieved by simply scaling a sports video to the limited display resolution of a mobile device is often insufficient. As a consequence, small details like the ball or lines on the playing field become unrecognizable. In this paper, we present a novel approach to analyzing court-based ball sports videos. We have developed new techniques to distinguish actual playing frames, to detect players, and to track the ball. This information is used for advanced video retargeting, which emphasizes essential content in the adapted videos. We evaluate the precision and recall achieved in the analysis and measure the computational time taken. In addition, we compare our new approach to other video retargeting techniques based on scaling, cropping, and seam carving.
Keywords :
object detection; sport; video signal processing; ball detection; court line detection; court-based ball sports videos; player detection; video cropping; video retargeting techniques; video scaling; video seam carving; Algorithm design and analysis; Cameras; Histograms; Image color analysis; Manifolds; Pixel; Silicon;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Applications of Computer Vision (WACV), 2011 IEEE Workshop on
Conference_Location :
Kona, HI
ISSN :
1550-5790
Print_ISBN :
978-1-4244-9496-5
Type :
conf
DOI :
10.1109/WACV.2011.5711477
Filename :
5711477
Link To Document :
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