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Karhunen-Loeve Decomposition for Statistical Recognition and Detection

- Posted on January 15, 2012 at 1:22 pm.

  • Links: http://www.mathworks.com/matlabcentral/fileexchange/6995-karhunen-loeve-decomposition-for-statistical-recognition-and-detection
  • Details:
  • This MATLAB script implements Karhunen-Loeve decomposition which is classical algorithm for face recognition and detection. Script uses ATT faces database.

    Computing Eigenvalues and Eigenvectors of images set 
    Encoding Face Images with a Linear Combination Key (KL decomposition) 
    Decoding a Key into an Image (reconstruction) 
    Comparing images using key, searching for similar images.

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