Face detection in the complex image is the part of the key steps in creation of the face recognition software. In this work an algorithm, by which means it is possible to detect parts of human skin in the image with a complex background as well as the methods of the detected image filtration, is described and specified. The algorithm appears from the value of the human skin colour model, which is the main basis for the process of identification. In this work also the issue regarding the face part determination within the detected image by various hypotheses on human face is examined
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