1. An automated, computerized method for processing an image, comprising the steps of: providing an image file depicting an image, in a computer memory; calculating processing scale parameter information as a function of width dimension information for penumbrae depicted in the image; and generating intrinsic illumination and material reflectance images corresponding to the image using the processing scale parameter information.