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OALib Journal期刊
ISSN: 2333-9721
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Design and Realization of Online Face Recognition Model Based on Fuzzy ART Neural Networks
基于模糊ART神经网络的在线人脸识别模型的设计和实现

Keywords: Face recognition,Neural network,Fuzzy ART,Online,Model
人脸识别
,神经网络,模糊ART,在线,模型

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Abstract:

In this paper,Structure and properties of fuzzy ART are described.Choice and match function is presented.Low pass filter,cutting minimum intensity and generating vector histogram are used to extracted face features.Fuzzy ART uses the vector histogram as the original input vector data to recognize face.Simulation experiment shows that maximum online is 81.25% and offline recognition rate is nearly 100% when the fuzzy ART network parameters are selected properly.

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