DocumentCode :
2303206
Title :
Mosaic of a video shot with multiple moving objects
Author :
Fusiello, A. ; Aprile, M. ; Marzotto, R. ; Murino, V.
Author_Institution :
Dipt. di Informatica, Univ. of Verona, Italy
Volume :
2
fYear :
2003
fDate :
14-17 Sept. 2003
Abstract :
In this paper we describe an application which takes a video shot as input and produces a compact representation composed by a background layer and segmented moving objects. We deal with the problems of global registration, super-resolution mosaicing, objects segmentation and tracking. Global registration is achieved with a graph-based technique that exploits situations when the camera returns to a previously seen area. Objects segmentation is based on motion analysis using a robust statistical model of the background. Tracking is based on blob matching using singular value decomposition.
Keywords :
image motion analysis; image registration; image representation; image resolution; image segmentation; singular value decomposition; blob matching; camera; global registration; graph-based technique; motion analysis; moving object segmentation; multiple moving object; object tracking; robust statistical model; singular value decomposition; super-resolution mosaicing; video shot mosaic; Computer crime; Computer hacking; Layout; MPEG 4 Standard; Motion analysis; Object segmentation; Robustness; Singular value decomposition; Transmission line matrix methods; Video sequences;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Image Processing, 2003. ICIP 2003. Proceedings. 2003 International Conference on
ISSN :
1522-4880
Print_ISBN :
0-7803-7750-8
Type :
conf
DOI :
10.1109/ICIP.2003.1246678
Filename :
1246678
Link To Document :
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