Image Feature Extraction Using 2D Mel-Cepstrum

  title={Image Feature Extraction Using 2D Mel-Cepstrum},
  author={Serdar Çakir and A. Enis Çetin},
  journal={2010 20th International Conference on Pattern Recognition},
In this paper, a feature extraction method based on two-dimensional (2D) mel-cepstrum is introduced. Feature matrices resulting from the 2D mel-cepstrum, Fourier LDA approach and original image matrices are individually applied to the Common Matrix Approach (CMA) based face recognition system. For each of these feature extraction methods, recognition rates are obtained in the AR face database, ORL database and Yale database. Experimental results indicate that recognition rates obtained by the… CONTINUE READING


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