1. An automated, computerized method for processing an image, comprising the steps of: providing an image represented in a spatial plane; organizing spatio-spectral information for the image in a matrix equation expressed by normal and tangential constraints determined as a function of a spatial orientation of selected image locations, relative to the spatial plane of the image; and utilizing the matrix equation to solve for an intrinsic image corresponding to the image.