A face recognition method using artificial neural networks

Mohammadnabi Omidvar; Mashaallah Abbasi Dezfouli; Amirmasoud Rahmani

doi:10.1117/12.853493

26 February 2010 A face recognition method using artificial neural networks

Mohammadnabi Omidvar, Mashaallah Abbasi Dezfouli, Amirmasoud Rahmani

Proceedings Volume 7546, Second International Conference on Digital Image Processing; 75460X (2010) https://doi.org/10.1117/12.853493
Event: Second International Conference on Digital Image Processing, 2010, Singapore, Singapore

Abstract

The present paper aims to introduce a new method of face recognition based on integrating the results of three different neural networks and discuss the final outcome from a fuzzy point of view (recognition classifier). The first merit of this method is that it is not relying on the positions of eyes and lip on an individual's face. The second is that even if the face is partially covered, the method appears fault tolerant. All the experiments of the study were carried out based on the ORL (Olivetti Research Laboratory) database with 5 training images. For the selected numbers of 20, 30, and 40 subjects, we came to the results of 94%, 92.5%, and 90.25% respectively.

Citation Download Citation

Mohammadnabi Omidvar, Mashaallah Abbasi Dezfouli, and Amirmasoud Rahmani "A face recognition method using artificial neural networks", Proc. SPIE 7546, Second International Conference on Digital Image Processing, 75460X (26 February 2010); https://doi.org/10.1117/12.853493

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