The segmentation of structure from 2D and 3D images is an important rst

step in analyzing medical data. For example, it is necessary to segment the

brain in an MR image, before it can be rendered in 3D for visualization

purposes. Segmentation can also be used to automatically detect the head

and abdomen of a fetus from an ultrasound image. The boundaries can