1. A method for generating a skin mask delineating a region of interest (ROI) in a skin image comprising: detecting skin in the skin image to generate a skin map; providing an initial contour based on the skin map; and optimizing the initial contour to generate a contour of the skin mask, wherein the skin map and the skin mask each include at least one natural skin boundary.