Face Recognition is an active topic for research and development in the field of biometric and pattern recognition. A lot of research has been done since last few years and this topic has a great potential for future research and development in various applications as well. Among the various application like insecurity, criminal identification, healthcare etc. This technology can be very helpful in various payments and banking systems. The objective of this paper is dedicated in the further research of implementing face recognition technology for the application in the field of banking and various payment systems. In this paper, we present a method useful for the proposed application area.

Keywords : PCA, SIFT, Face Recognition, Viola-Jones.