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Please use this identifier to cite or link to this item: http://eprint.iitd.ac.in/handle/2074/2040

Title: An appearance based approach for video object extraction and representation
Authors: Garg, G
Sharma, P K
Chaudhury, S
Chowdhury, R
Keywords: eigen-space update scheme
eigen-space merging algorithm
Issue Date: 2002
Citation: Pattern Recognition, Proceedings 16th International Conference on, 2, 536 - 539p.
Abstract: We describe a novel appearance based scheme for extraction and representation of video objects. The tracking algorithm used for video object extraction is based upon a new eigen-space update scheme. We propose a scheme for organisation of video objects in an appearance based hierarchy. The appearance based hierarchy is constructed using a new SVD based eigen-space merging algorithm. The hierarchy enables approximate query resolution. Experiments performed on a large number of video sequences have yielded promising results.
URI: http://eprint.iitd.ac.in/dspace/handle/2074/2040
Appears in Collections:Electrical Engineering

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