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

doi:10.1117/12.2269010

17 March 2017 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

Author Affiliations +

Proceedings Volume 10341, Ninth International Conference on Machine Vision (ICMV 2016); 103410D (2017) https://doi.org/10.1117/12.2269010
Event: Ninth International Conference on Machine Vision, 2016, Nice, France

Abstract

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.

Citation Download Citation

Hanene Elleuch, Ali Wali, Anis Samet, and Adel M. Alimi "Interacting with mobile devices by fusion eye and hand gestures recognition systems based on decision tree approach", Proc. SPIE 10341, Ninth International Conference on Machine Vision (ICMV 2016), 103410D (17 March 2017); https://doi.org/10.1117/12.2269010

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