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Eigenimage-Based Facial Recognition Technique Using Gradient Covariance.

Authors :
Barbu, Tudor
Source :
Numerical Functional Analysis & Optimization; May2007, Vol. 28 Issue 5/6, p591-601, 11p, 3 Black and White Photographs, 1 Chart
Publication Year :
2007

Abstract

In this paper, we propose a novel eigenface-based face recognition approach. First we describe a continuous model for facial feature extraction, involving the covariance operator associated with gradient of the 2-D image function. Then we provide a discretized version of this model. Face identification and verification procedures, using a supervised classification technique, are also proposed. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
01630563
Volume :
28
Issue :
5/6
Database :
Complementary Index
Journal :
Numerical Functional Analysis & Optimization
Publication Type :
Academic Journal
Accession number :
25099874
Full Text :
https://doi.org/10.1080/01630560701348459