A method of designing filters for filtering digitized images includes
constructing a set of difference-of-Gaussian (DoG) filters that partition
a frequency space, forming a linear combination of said DoG filters to
form a trial filter, convolving said trial filter with a training image
to obtain a trial image, summing a square difference of said trial image
and a target image, wherein if said sum is a minimum, outputting said
trial filter as a final filter, and using a singular value decomposition
on said final filter wherein an eigenvector corresponding to the largest
eigenvalue of the final filter is obtained.