Person Identification Using Eye Movements and Post Saccadic Oscillations

A novel person identification approach using eye movements is presented and evaluated. The method incorporates both physical and behavioral characteristics of the human eye and is specifically based on eye movements and post saccadic oscillations. In an experiment with 12 participants the method achieved an identification accuracy of 86.4 % using random forest classification.