413 search results - page 1 / 83 » Face recognition using mixtures of principal components |
ICIP
2002
IEEE
16 years 1 months ago
2002
IEEE
We introduce an efficient statistical modeling technique called Mixture of Principal Components (MPC). This model is a linear extension to the traditional Principal Component Anal...
106
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SBRN
1998
IEEE
15 years 3 months ago
1998
IEEE
In this paper we investigate alternative designs of a Radial Basis Function Network acting as classifier in a face recognition system. Input to the RBF network is the projections ...
CVPR
2001
IEEE
16 years 1 months ago
2001
IEEE
The FERET evaluation compared recognition rates for different semi-automated and automated face recognition algorithms. We extend FERET by considering when differences in recognit...
112
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ICIP
2005
IEEE
15 years 5 months ago
2005
IEEE
This paper presents a view independent face recognition method based on kernel principal component analysis (KPCA) of local parts. View changes induce large variation in feature s...
ICIP
2002
IEEE
16 years 1 months ago
2002
IEEE
We present a hybrid and parallel system based on artificial neural networks for a face invariant classifier and general pattern recognition problems. A set of face features is ext...