Identification of individuals on the basis of facial features
is the most natural method of distinguishing one individual from another.
In this paper, we propose novel histogram and wavelethistogram
methods as means of identifying individuals in a mugshot
application. We note that these methods are suitable for real
time implementation and provide a high degree of tolerance towards
facial expression changes.