Face Recognition System Based on PCA and Feedforward Neural Networks

  title={Face Recognition System Based on PCA and Feedforward Neural Networks},
  author={Alaa Eleyan and Hasan Demirel},
Face recognition is one of the most important image processing research topics which is widely used in personal identification, verification and security applications. In this paper, a face recognition system, based on the principal component analysis (PCA) and the feedforward neural network is developed. The system consists of two phases which are the PCA preprocessing phase, and the neural network classification phase. PCA is applied to calculate the feature projection vector of a given face… CONTINUE READING
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