DocumentCode :
341896
Title :
Binkey: a system for video content analysis “on the fly”
Author :
Coudert, F. ; Benois-Pineau, J. ; Le Lann, P.-Y. ; Barba, D.
Author_Institution :
SEI/IVC IRESTE, CNRS, Nantes, France
Volume :
1
fYear :
1999
fDate :
36342
Firstpage :
679
Abstract :
A system for automatic and fast structuring of video sequences allowing detection of shot changes, dominant motion estimation, and extraction of areas of interest is proposed. It is based on the analysis of a 1-D representation of video frames by a Mojette transform, a discrete version of the Radon transform. Motion is estimated by analysis of the projected motion in the transform domain. The proposed method uses statistical techniques based on cross-correlation measurement and outliers rejection which ensure its general robustness, specifically in the case of mobile objects. Results of this computation are then used for the detection of shot change and for the localization of areas of interest in the image plane. The analysis of a 1-D representation of video frames rather than the usual 2-D image reduces the complexity by itself and gives the possibility of video partitioning and object extraction “on the fly”
Keywords :
Radon transforms; content-based retrieval; database indexing; image sequences; motion estimation; multimedia databases; statistical analysis; video databases; 1D representation; Binkey; Mojette transform; Radon transform; area of interest extraction; cross-correlation measurement; mobile objects; motion estimation; on the fly object extraction; outlier rejection; shot change detection; statistical techniques; video content analysis; video frames; video partitioning; video sequences; Cameras; Discrete transforms; Gunshot detection systems; Image analysis; Indexing; Layout; Motion analysis; Motion detection; Motion estimation; Video sequences;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Multimedia Computing and Systems, 1999. IEEE International Conference on
Conference_Location :
Florence
Print_ISBN :
0-7695-0253-9
Type :
conf
DOI :
10.1109/MMCS.1999.779281
Filename :
779281
Link To Document :
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