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