Title :
A Shot Clustering Based Algorithm for Scene Segmentation
Author :
Wang, Xuejun ; Wang, Shigang ; Chen, Hexin ; Gabbouj, Moncef
Author_Institution :
Jilin Univ., Changchun
Abstract :
A scene segmentation method utilizing both visual features and motion features of video is presented in this paper. Not only the visual similarity but also the motion consistency of shots within a scene is considered in clustering shots into scenes. In addition, a method to merge the over-segmented scenes is presented also. And the experimental results show the effectiveness of the proposed algorithms.
Keywords :
feature extraction; image motion analysis; image segmentation; video signal processing; motion consistency; scene segmentation; shot clustering; video motion features; video visual features; Clustering algorithms; Computational intelligence; Content based retrieval; Data mining; Gunshot detection systems; Humans; Information retrieval; Information technology; Layout; Security;
Conference_Titel :
Computational Intelligence and Security Workshops, 2007. CISW 2007. International Conference on
Conference_Location :
Harbin
Print_ISBN :
978-0-7695-3073-4
DOI :
10.1109/CISW.2007.4425486
