Interacting with mobile devices by fusion eye and hand gestures recognition systems based on decision tree approach
Hanene Elleuch, Ali Wali, Anis Samet, Adel M. Alimi · Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE · 2017
Two systems of eyes and hand gestures recognition are used to control mobile devices. Based on a real-time video streaming captured from the device's camera, the first system recognizes the motion of user's eyes and the second one detects the static hand gestures. To avoid any confusion between natural and intentional movements we developed a system to fuse the decision coming from eyes and hands gesture recognition systems. The phase of fusion was based on decision tree approach. We conducted a study on 5 volunteers and the results that our system is robust and competitive.