DocumentCode :
2888536
Title :
Mining Video Hierarchical Structure for Efficient Management and Access
Author :
Fu, Chang-Jian ; LI, Guo-hui ; Xu, Xin-Wen ; Dai, Ke-Xue
Author_Institution :
Dept. of E-Commerce, Xiangtan Univ.
fYear :
2006
fDate :
13-16 Aug. 2006
Firstpage :
1013
Lastpage :
1018
Abstract :
To access video content, the suitable organization of video data is critical. The basic structure of video is a hierarchical structure that consists of four kinds of components, namely frame, shot, scene, and video program. To achieve such a structure, not only the shot detection and shot similarity, but also the scene structure construction is important. A simple framework for video hierarchical structure mining is to segment continued video frames into discrete physical shots, extract features from video shots and construct scene structure based on shots. In this paper, an efficient shot detection algorithm is proposed, and a novel algorithm for measuring video shot similarity is developed and scene change detection (SCD) is adopted to construct video scene based on color, texture and semantic similarity between shots. Our experimental results demonstrate the performance of the algorithms is promising
Keywords :
data mining; feature extraction; image colour analysis; image segmentation; video databases; video signal processing; multimedia database; scene change detection; scene structure; shot detection algorithm; video content; video database; video frame segmentation; video hierarchical structure mining; video management; video program; video shot similarity; Change detection algorithms; Content management; Cybernetics; Data mining; Detection algorithms; Engineering management; Event detection; Layout; Machine learning; Management information systems; Motion pictures; Multimedia databases; Technology management; Video sharing; Videoconference; Video hierarchical structure; scene change detection; video structure mining;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Machine Learning and Cybernetics, 2006 International Conference on
Conference_Location :
Dalian, China
Print_ISBN :
1-4244-0061-9
Type :
conf
DOI :
10.1109/ICMLC.2006.258552
Filename :
4028212
Link To Document :
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