DocumentCode :
2101577
Title :
A shortest path representation for video summarisation
Author :
Porter, S.V. ; Mirmehdi, M. ; Thomas, B.T.
Author_Institution :
Dept. of Comput. Sci., Bristol Univ., UK
fYear :
2003
fDate :
17-19 Sept. 2003
Firstpage :
460
Lastpage :
465
Abstract :
A novel approach is presented to select multiple key frames within an isolated video shot where there is camera motion causing significant scene change. This is achieved by determining the dominant motion between frame pairs whose similarities are represented using a directed weighted graph. The shortest path in the graph, found using the A* search algorithm, designates the key frames. The overall method can be applied to extract a set of key frames which portray both the video content and camera motions, all of which are useful features for video indexing and retrieval.
Keywords :
content-based retrieval; database indexing; directed graphs; feature extraction; video databases; A* search algorithm; camera motion; directed weighted graph; dominant motion; feature detection; frame pair similarities; isolated video shot; multiple key frames; shortest path representation; significant scene change; video content; video indexing; video retrieval; video summarisation; Algorithm design and analysis; Computer science; Content based retrieval; Data mining; Digital cameras; Indexing; Information retrieval; Layout; Multimedia systems; Videoconference;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Image Analysis and Processing, 2003.Proceedings. 12th International Conference on
Print_ISBN :
0-7695-1948-2
Type :
conf
DOI :
10.1109/ICIAP.2003.1234093
Filename :
1234093
Link To Document :
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