1. A method for processing of a digital image, said method comprising: a) performing an initial segmentation process on a non-object-based image data set; b) estimating a complexity measure for said image data set based on the results of said initial segmentation process; and c) performing a refined segmentation process on said image data set when said complexity measure meets a criterion.