The feature extraction in our system is based on a novel
approach to PCA that we call block-based PCA, which consists of
applyingPCAto a concatenation of small overlapping sections of the
vertical frames within an image. We also obtain considerable
improvements by using “composite images” in which the image is
concatenated with a rotated and polar transformed version of itself.