DocumentCode :
384105
Title :
Video structuring, indexing and retrieval based on global motion wavelet coefficients
Author :
Bruno, E. ; Pellerin, D.
Author_Institution :
Comput. Vision & Multimedia Lab., Geneva Univ., Switzerland
Volume :
3
fYear :
2002
fDate :
2002
Firstpage :
287
Abstract :
This paper describes an approach for video structuring and indexing. It relies on motion wavelet coefficients directly estimated from image sequence. These coefficients provide a multi-scale characterization of optical flow. They allow one to define dominant and local motion descriptors, respectively related to camera and object displacements. We use dominant motion descriptors to perform a temporal segmentation of the sequence. Shots extracted are characterized in-term of dominant motion properties and indexed by using descriptors related to the local motion content. These operations allow one to retrieve shots, by example queries, according to only dynamic content of the scene and not camera displacements.
Keywords :
database indexing; image retrieval; image segmentation; image sequences; video databases; video signal processing; wavelet transforms; image sequence; local motion; motion descriptors; motion wavelet coefficients; multiscale characterization; optical flow; temporal segmentation; video databases; video indexing; video structuring; Cameras; Feature extraction; Image motion analysis; Image segmentation; Image sequences; Indexing; Motion estimation; Video sequences; Visual databases; Wavelet coefficients;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Pattern Recognition, 2002. Proceedings. 16th International Conference on
ISSN :
1051-4651
Print_ISBN :
0-7695-1695-X
Type :
conf
DOI :
10.1109/ICPR.2002.1047851
Filename :
1047851
Link To Document :
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