TY  - JOUR
T1  - A Simple Face Recognition Algorithm using Eigeneyes and a Class-Dependent PCA Implementation
AU - , Mohamed Deriche 
JO  - International Journal of Soft Computing
VL  - 3
IS  - 6
SP  - 438
EP  - 442
PY  - 2008
DA  - 2001/08/19
SN  - 1816-9503
DO  - ijscomp.2008.438.442
UR  - https://makhillpublications.co/view-article.php?doi=ijscomp.2008.438.442
KW  - Face recognition
KW  -eigeneyes
KW  -class-dependent
KW  -PCA
AB  - In this study, a face recognition system using PCA on eigenimages is proposed. This system automatically detects the eyes region from a face image using the wavelet transform. These detected eyes are separated from the face image then eigeneye decomposition is performed. A new classification based on the least squares estimate to improve recognition accuracy is also proposed. Good improvement in classification is achieved which outperforms traditional PCA on the whole face especially when taking into accoun the substantial reducation in the computational complexity of the proposed algorithm.
ER  -