A face recognition method using artificial neural networks

被引：0
|
作者：
Omidvar, Mohammadnabi [1 ]
Dezfouli, Mashaallah Abbasi [1 ]
Rahmani, Amirmasoud [1 ]
机构：
[1] Azad Univ, Dept Comp Sci, Khozestan, Iran
来源：
SECOND INTERNATIONAL CONFERENCE ON DIGITAL IMAGE PROCESSING | 2010年 / 7546卷
关键词：
Face recognition; neural network; back propagation algorithm; neuron;
D O I：
10.1117/12.853493
中图分类号：
O43 [光学];
学科分类号：
070207 ; 0803 ;
摘要：
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.
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页数：6
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