Abstract: In this paper overview of few pattern classification methods and comparison of some aspects of pattern recognition system are presented. The paper also contains the research topics and applications of pattern recognition system. Pattern recognition is the research area that studies the operation and design of systems that recognize patterns in data. New and emerging applications, such as data mining, web searching, retrieval of multimedia data, face recognition, and cursive handwriting recognition, require robust and efficient pattern recognition techniques.