I. Introduction
Image segmentation is the process of partitioning an image, according to a criterion that depends on the application. A vast amount of approaches have been proposed for image segmentation, operating on a variety of image features, guided by different criteria, and founded on established mathematical and statistical frameworks (see [1] for a comprehensive survey and a taxonomy of approaches).