The purpose of this research is to provide an evaluation of how facial aging has an effect on image quality. Facial recognition is a growing field in biometrics; it is important to distinguish what characteristics of the face can change without making an impact on the facial recognition system. To determine this, we used the following variables: Eye Separation, Eye Axis Angle, Eye Axis Location, Facial Dynamic Range, and Percent Facial Brightness.