Here we consider human face as biometric. Original method of feature extraction from image data is introduced using feed forward Neural Network (multilayer perceptron) and PCA (principal component analysis). This method is used in human face recognition system and results are compared to face recognition system using PCA directly, to a system with direct classification of input images by NN a network, and to a system using PCA as a feature extractor and NN network in the role of classifier.
PCA, NN, EPOCH, Eigenvalue, Eigen Vector
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