A.A.Kogkas and G.P.Mylonas proposed a novel framework [1] using wearable eye-trackers that can provide unrestricted and simultaneous 3D eye-tracking in the operating theater. To improve the usability and flexibility of wearable eye trackers, this project intends to develop an online implicit eye-tracking recalibration method for seamless hands-free interactions and behavioral analysis in the operating theatre.