Title :
´Hands-free interface´- a fast and accurate tracking procedure for real time human computer interaction
Author :
El-Afifi, Layal ; Karaki, Mohamad ; Korban, Joelle ; Al Alaoui, Mohamad A.
Author_Institution :
Electr. & Comput. Eng. Dept., American Univ. of Beirut
Abstract :
In this paper, we propose ´Hands-free Interface´, a technology that is intended to replace conventional computer screen pointing devices for the use of the disabled. We describe a real time, nonintrusive, fast and affordable technique for facial feature tracking. Our technique ensures accuracy and is robust to feature occlusion as well as target scale variations and rotations. It is based on a novel variant of template matching techniques. A Kalman filter is also used for adaptive search window positioning and sizing
Keywords :
Kalman filters; feature extraction; handicapped aids; hidden feature removal; human computer interaction; image matching; tracking filters; Hands-free Interface; Kalman filter; adaptive search window positioning; facial feature tracking; real time human computer interaction; template matching techniques; tracking procedure; Cameras; Facial features; Head; Human computer interaction; Internet; MPEG 7 Standard; Motion control; Robustness; Target tracking; Windows;
Conference_Titel :
Signal Processing and Information Technology, 2004. Proceedings of the Fourth IEEE International Symposium on
Conference_Location :
Rome
Print_ISBN :
0-7803-8689-2
DOI :
10.1109/ISSPIT.2004.1434405