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A Novel Face Recognition Algorithm Using Gabor - based KPCA

Published in International Journal of Reconfigurable and Embedded Systems (IJRES) • Jul 1, 2018
NobleIDNI6P46W25R87S66
Authors:
Umasankar Ch
,
Darshan Kumar
,
Md. Abdul Rawoof

Abstract

The Gabor wavelets are used to extract facial features, and then a doubly nonlinear mapping kernel PCA (DKPCA) is proposed to perform feature transformation and face recognition. The conventional kernel PCA nonlinearly maps an input image into a high-dimensional feature space in order to make the ma...

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