%0 Journal Article %T Face recognition using eigenface approach %A Slavkovi£¿ Marijeta %A Jevti£¿ Dubravka %J Serbian Journal of Electrical Engineering %D 2012 %I Technical Faculty of ?a?ak %R 10.2298/sjee1201121s %X 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. %K PCA %K face recognition %K eigenface %U http://www.doiserbia.nb.rs/img/doi/1451-4869/2012/1451-48691201121S.pdf