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Over the past two decades or so, a great deal of research has been devoted to the problem of filtering and blocking adult image contents from Web indexes and browsers. In this work, we present a system to automatically detect human nudes in color images. The operation principle of the proposed system is as follows: First, skin-colored pixels in a given image are identified and marked using our proposed skin detection algorithm. Then, the skin regions are fed into a specialized geometrical analyzer which attempts to find human figures based on geometrical constraints on human body structure....