Eigenface Face Recognition: 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
For an overview of these results see Results
Summary .