This innovation would improve the trust and reliability of face recognition based authentication systems where the user might be operating from an unmonitored and remote location. We are also examining behavioral and physiological variables such as eyes gaze shifting for hotspot detection in counter terrorism scenarios. We envision automated tools to locate hotspots in video sequences which may be highly informative needing detailed human interpretation.