DocumentCode
1933105
Title
An Algorithm of Shot Classification in Basketball Video
Author
Lifang, Wu ; Shiju, Chen ; Hao, Cui
Author_Institution
Sch. of Electron. Inf. & Control Eng., Beijing Univ. of Technol.
Volume
2
fYear
2006
fDate
16-20 2006
Abstract
Shot classification is helpful for video analysis, in this paper, an algorithm is proposed. First, key frames are extracted in equal interval in a shot; then for a frame, dominant colors are obtained by hue histogram, furthermore, the variance of dominant colors and ratio of clustered colors are computed, by which the corresponding frame could be classified into playing or non-playing frame; finally, a shot could be classified by the percentage by which key frames are playing frames. Experimental results confirm the efficiency of proposed algorithm
Keywords
image classification; image colour analysis; video signal processing; basketball video; clustered colors; dominant colors; frames extraction; hue histogram; shot classification; video analysis; Algorithm design and analysis; Analysis of variance; Classification algorithms; Clustering algorithms; Color; Control engineering; Histograms; Information analysis; Layout; Scattering;
fLanguage
English
Publisher
ieee
Conference_Titel
Signal Processing, 2006 8th International Conference on
Conference_Location
Beijing
Print_ISBN
0-7803-9736-3
Electronic_ISBN
0-7803-9736-3
Type
conf
DOI
10.1109/ICOSP.2006.345685
Filename
4128977
Link To Document