A computerized system and method for analyzing a digital photograph and identifying skin areas, the method comprises three main steps. At first, transforming the digital photograph to a plurality of color bases candidates, and choosing one candidate based on highest score plane. Then, performing a segmentation of the digital photograph to a plurality of objects based on maximal separations between different object. Lastly, classifying the objects to one or more of the following categories: skin, background or underwear.