1. A method for processing an image using a bilateral filter, comprising the steps of: generating a modified bilateral filter by reformulating an initial bilateral filter for each pixel location in the image into a sum of the original signal value of a central pixel at said pixel location and a bilateral correction term which is a function of local signal differences between the central pixel and its neighbors; and processing the image using the modified bilateral filter to generate a filtered output.