Abstract

In recent years, face recognition is becoming important in security or picture search. Many researches on face recognition are premised on acquisition of face position, and face search is therefore important as a preprocessing of face recognition. Although there is a technique of performing face search using skin color information in color images, threshold determination for extracting skin color area is difficult to be done by brightness variance. In this paper, a neural network (NN) is used for this purpose. The thresholds suitable for extracting a skin color area are learned by NN, and face search insensitive to variation in various pictures with a different skin color is performed.

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