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OALib Journal期刊
ISSN: 2333-9721
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Automatic face recognition based on neural networks
基于神经网络的人脸自动识别

Keywords: Neural network,Feature extraction,Fuzzy neural network,Face recognition,Pattern recognition
神经网络
,面部图像识别,模式识别,特征提取,人体生物特征识别

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Abstract:

A complete face recognition system is built based on neural network technologies. Firstly, pure faces are extracted from original face images. Secondly, SOM is utilized to obtain feature reduction. Finally, knowledge-based fuzzy neural networks are used for classification. Experiments on NUSTDBII face database demonstrate the effectiveness of the proposed method and show that it does not sensitive to the variance of pose and expression to a certain extent.

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