Eye blink based detection of liveness in biometric authentication systems using conditional random fields

Abstract

The goal of this paper was to verify whether the conditional random fields are suitable and enough efficient for eye blink detection in user authentication systems based on face recognition with a standard web camera. To evaluate this approach several experiments were carried on using a specially developed test application and video database. © 2012 Springer-Verlag Berlin Heidelberg.