Real-time eye movement detection analysis: Comparison between image based algorithm and electrooculogram

In this work we investigate an image based algorithm as a reliablemethod to perceive the eye movement and offer new possibilities for the activity recognition. In order to test the effectiveness of the algorithm, the eye movement data was recorded using an electrooculography system. Different patterns of eye movement were analyzed within the conducted study. Three different lighting and three activities were performed in order to evaluate the performance of the algorithm.