It is a new approach for face recognition system based on template matching in frequency domain. The idea of using template matching is to design a specific Minimum Average correlation energy filter (MACE). The proposed recognition technique is performed by a cross correlation between the input images and the designed filter. The technique is applied on the ORL database which consists of more than 400 face images.
The experimental results show that this technique is powerful and improve the recognition accuracy

@inproceedings{ghar2013face,
title={Face Recognition System Based on Template Matching in Frequency Domain},
author={Ghariba, Bashir and Jleed, Hitham},
booktitle={2013 BCS International IT Conference},
pages={13--16},
year={2013},
organization={IEEE}
}