ICAR Research Data Repository for Knowledge Management
Finding faces in photographs
DSpace at IIT Bombay
View Archive Info| Field | Value | |
| Title |
Finding faces in photographs
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| Creator |
RAJAGOPALAN, AN
KUMAR, KS KARLEKAR, J MANIVASAKAN, R PATIL, MM DESAI, UB POONACHA, PG CHAUDHURI, S |
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| Description |
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.
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| Publisher |
NAROSA PUBLISHING HOUSE
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| Date |
2011-10-24T14:09:29Z
2011-12-15T09:11:38Z 2011-10-24T14:09:29Z 2011-12-15T09:11:38Z 1998 |
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| Type |
Proceedings Paper
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| Identifier |
SIXTH INTERNATIONAL CONFERENCE ON COMPUTER VISION,640-645
81-7319-221-9 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 |
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| Source |
6th International Conference on Computer Vision,BOMBAY, INDIA,JAN 04-07, 1998
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| Language |
English
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