Abstract:
Face recognition has become one of the
most important fields in automated biometric
identification system [1].The face is our primary
focus of attention in social intercourse, playing a
major role in biometric security system. This
paper focused on identification of personal
information from National Registration Card
and providing the information of NRC holder.
Motivation of this paper is to identify authorized
person for security system by using NRC card.
Therefore there is no such face recognition
system from low quality image of NRC card.
Experimental results using MATLAB are
demonstrated in this paper to verify the viability
of the proposed face recognition method. It
shows that only 15% of eigenfaces with the
largest Eigen values are sufficient for the
recognition of the person. It also shows that if
the minimum Euclidian distance of the test image
from other images is zero, then the test image
completely matches the existing image in the
database. If minimum Euclidian distance is nonzero
but less than threshold value, then it is a
known face but having different face expression
else it is an unknown face.
