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