DocumentCode :
3195605
Title :
A video completion method based on bandlet transform
Author :
Mosleh, Ali ; Bouguila, Nizar ; Ben Hamza, A.
Author_Institution :
Department of Electrical and Computer Engineering, Concordia University, Montreal, Canada
fYear :
2011
fDate :
11-15 July 2011
Firstpage :
1
Lastpage :
6
Abstract :
We present a bandlet transform-based technique to complete missing parts of a video sequence captured with a static camera. The method is followed by a preprocessing step to separate the foreground which consists of moving objects and background frames in order to facilitate the video completion task. The technique considers two cases: 1) filling-in the background frames after removing objects, and 2) fillingin the occluded parts of a moving object. In the first case, a precise optimization in the bandlet domain is performed to complete the background video. In the second case, a priority based exemplar algorithm, which applies bandlet geometry properties, is used to fill-in the occluded moving object. Our experimental results indicate the effectiveness of the proposed video completion technique.
Keywords :
Bandlets; completion; inpainting; video;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Multimedia and Expo (ICME), 2011 IEEE International Conference on
Conference_Location :
Barcelona, Spain
ISSN :
1945-7871
Print_ISBN :
978-1-61284-348-3
Electronic_ISBN :
1945-7871
Type :
conf
DOI :
10.1109/ICME.2011.6011974
Filename :
6011974
Link To Document :
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