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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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