Browsing by Author "Mohammed, Kamel BENKADDOU"

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    Applying DWT and PCA with Artificial Neural Network for FACE RECOGNITION
    (university ghardaia-Revue ElWahat pour les Recherches et les Etudes, 2014) Mohammed, Kamel BENKADDOU
    This manuscript presents, Face recognition by combining different extraction approaches combining PCA (principal Component Analysis), DWT (Discrete wavelet transform neural networks. This method consists of four steps: i) Preprocessing, ii) Dimension reduction using DWT, iii) feature extraction using PCA and iv) classification using neural network. To validate this work, we have tested this technique on frontal images of the ORL and Yale databases