Using Object Models as Domain Knowledge in Perceptual Organization: An Approach for Object Category Identification in Video Sequences

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International Conference on Computing: Theory and Applications (ICCTA'07)

Kolkata, India

March 05-March 07

ISBN: 0-7695-2770-1

	ASCII Text	x
	Gaurav Harit, Rajesh Bharatia, Santanu Chaudhury, "Using Object Models as Domain Knowledge in Perceptual Organization: An Approach for Object Category Identification in Video Sequences," International Conference on Computing: Theory and Applications, pp. 650-654, International Conference on Computing: Theory and Applications (ICCTA'07), 2007.

	BibTex	x
	@article{ 10.1109/ICCTA.2007.130, author = {Gaurav Harit and Rajesh Bharatia and Santanu Chaudhury}, title = {Using Object Models as Domain Knowledge in Perceptual Organization: An Approach for Object Category Identification in Video Sequences}, journal ={International Conference on Computing: Theory and Applications}, volume = {0}, year = {2007}, isbn = {0-7695-2770-1}, pages = {650-654}, doi = {http://doi.ieeecomputersociety.org/10.1109/ICCTA.2007.130}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, }

	RefWorks Procite/RefMan/Endnote	x
	TY - CONF JO - International Conference on Computing: Theory and Applications TI - Using Object Models as Domain Knowledge in Perceptual Organization: An Approach for Object Category Identification in Video Sequences SN - 0-7695-2770-1 SP650 EP654 A1 - Gaurav Harit, A1 - Rajesh Bharatia, A1 - Santanu Chaudhury, PY - 2007 KW - null VL - 0 JA - International Conference on Computing: Theory and Applications ER -

Gaurav Harit, IIT Delhi, India

Rajesh Bharatia, IIT Delhi, India

Santanu Chaudhury, IIT Delhi, India

DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/ICCTA.2007.130

In this paper we present a framework which integrates object-model knowledge with the perceptual organization process. We demonstrate the advantages of the add-on grouping evidences as contributed by the object models for a more robust perceptual organization in the spatio-temporal domain. Our system performs detection of foreground objects along with recognition in video.

Citation:

Gaurav Harit, Rajesh Bharatia, Santanu Chaudhury, "Using Object Models as Domain Knowledge in Perceptual Organization: An Approach for Object Category Identification in Video Sequences," iccta, pp.650-654, International Conference on Computing: Theory and Applications (ICCTA'07), 2007

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