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