Eigenface Algorithm Results

Shown here are the error rate curves produced by the eigenface face recognition algorithm, performed on an extremely difficult data set (see The Face Database), using a variety of image pre-processing methods.  Some examples of  pre-processed images are shown on the right, together with the processing method's Equal Error Rate.  The curves are generated by gathering false rejection rate and false acceptance rate pairs over a varying threshold.

Convolution Methods


Colour Normalisation Methods

Statistical Methods

Methods Combinations

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