It is difficult problem for face recognition on condition that only one image of a person included in face database.For dealing with the problem,we propose a face recognition method based on local binary pattern(LBP) histogram feature and bayes classifier.The method firstly learned the prior information of similarity of LBP histogram in the same class and in different class,and evaluated the same class conditional probability density function and different class conditional probability density f...