This paper presents face recognition usingmaximum a posteriori (MAP) discriminanton YCbCr color space. The YCbCr color space is considered in order to coverthe skin information of face image on the recognitionprocess. The proposed method is employed to improve the recognition rate and equal error rate (EER) of thegray scale based face recognition. In this case, the face featur…