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Please use this identifier to cite or link to this item: http://dspace.library.iitb.ac.in/jspui/handle/100/2200

Title: Finding faces in photographs
Authors: RAJAGOPALAN, AN
KUMAR, KS
KARLEKAR, J
MANIVASAKAN, R
PATIL, MM
DESAI, UB
POONACHA, PG
CHAUDHURI, S
Issue Date: 1998
Publisher: NAROSA PUBLISHING HOUSE
Citation: SIXTH INTERNATIONAL CONFERENCE ON COMPUTER VISION,640-645
Abstract: Two new schemes are presented for Ending human faces in a photograph. The first scheme approximates the unknown distributions of the face and the face-like manifolds using higher order statistics (HOS). An HOS-based data clustering algorithm is also proposed, lit. the second scheme, the face to non-face and non-face to face transitions are learnt using a hidden Markov model (HMM). The HMM parameters are estimated corresponding to a given photograph and the faces are located by examining the optimal state sequence of the HMM. Experimental results are presented on the performance of both the schemes.
URI: http://dx.doi.org/10.1109/ICCV.1998.710785
http://dspace.library.iitb.ac.in/xmlui/handle/10054/15438
http://hdl.handle.net/100/2200
ISBN: 81-7319-221-9
Appears in Collections:Proceedings papers

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