MITRE is a not-for-profit corporation, chartered to work solely in the publics' interest. Our clinic project has investigated and implemented algorithms for determining image locations of facial landmarks such as the eyes, nose and the corners of the mouth. These landmarks, in turn, contribute to applications including pose-identification, pose-correction, and facial recognition.