Human face identification using M-PCA augmented with Gabor Wavelet
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Date
2005
Authors
Karaömeroǧlu, Betül
Hassanpour, Reza
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Abstract
In this paper, a specialized version of PCA augmented with Gabor Wavelet Transform is proposed for face identification. Firstly, to cope with the variations due to illumination and facial expression changes 2D Gabor Wavelet Transform is applied; then for reducing a large set of correlated variables to a small number of uncorrelated components the PCA approach is used with some modifications. Based on the effect of the illumination, facial expression and occluding objects such as eye glasses and facial hair, performance of the proposed algorithm is compared with the other algorithms.
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Keywords
Expression, Face Identification, Gabor Wavelet Transform, Illumination, Occlusion, PCA
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Citation
Karaömeroǧlu, Betül; Hassanpour, Reza (2005). "Human face identification using M-PCA augmented with Gabor Wavelet", WSEAS Transactions on Information Science and Applications, Vol. 2, No. 11, pp. 2021-2030.
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Source
WSEAS Transactions on Information Science and Applications
Volume
2
Issue
11
Start Page
2021
End Page
2030