1. A method of processing a digital image, the method comprising the steps of: receiving image data defining the image, the image data including a plurality of pixels; determining for each pixel if the pixel is likely corrupt by comparing each pixel to a plurality of neighboring pixels; replacing each pixel determined to be likely corrupt with a statistical function of a plurality of nearby pixels.