Over the past few years, face recognition has been actively studied. Some classic methods of face recognition are introduced in this paper. At first, we give an overview of face recognition and its applications. Then, we will present some classic techniques of face recognition. A brief overview of ORL face database which is usually used to test the performance of these methods is given. At last, we will give a summary of the research results.