Abstract: Human face localization and detection is often the first step in applications such as video surveillance and human-computer interface. In this paper,a skin color model based on cluster and a novel selection method of best limitvalue is presented. An algorithmic flow for human face skin color detection is proposed. Examples are given to show the improved detection speed of the proposed algorithm and its robustness.

Key words: cluster, skin model, face detection