1. Introduction
Security needs of our increasingly intolerant world have increased manifold. Human face being a noninvasive biometric, is attractive for monitoring purposes. Video surveillance cameras abound in banks, airports, stores and parking lots, but in many cases, the face of interest in surveillance imagery is often small because of the distance between the camera and the object. The low image resolution of human face becomes a primary obstacle to face identification and recognition.