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Face recognition using eigenface approach

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Author(s): Slavković Marijeta | Jevtić Dubravka

Journal: Serbian Journal of Electrical Engineering
ISSN 1451-4869

Volume: 9;
Issue: 1;
Start page: 121;
Date: 2012;
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Keywords: PCA | face recognition | eigenface

ABSTRACT
In this article, a face recognition system using the Principal Component Analysis (PCA) algorithm was implemented. The algorithm is based on an eigenfaces approach which represents a PCA method in which a small set of significant features are used to describe the variation between face images. Experimental results for different numbers of eigenfaces are shown to verify the viability of the proposed method.
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