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.
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;
Conference_Titel :
Signal Processing, 2006 8th International Conference on
Conference_Location :
Beijing
Print_ISBN :
0-7803-9736-3
Electronic_ISBN :
0-7803-9736-3
DOI :
10.1109/ICOSP.2006.345685