Title :
A gaze tracking scheme for eye-based intelligent control
Author :
Yang, Xiaohui ; Sun, Jiande ; Liu, Ju ; Chu, Jinyu ; Liu, Wei ; Gao, Yuling
Author_Institution :
Sch. of Inf. Sci. & Eng., Shandong Univ., Jinan, China
Abstract :
In this paper, an intelligent control scheme based on remote gaze tracking is proposed. First, the eye-moving video of the user is captured by ordinary resolution camera under the illumination of near infrared light sources, then the images of the eye region and the pupil region are extracted by processing the video in real time. We process the image of the pupil region, and get the coordinates of the pupil center and the corneal glints produced by the infrared light sources. The coordinates of the points on the screen that the user is observing are computed by the gaze-tracking algorithm based on cross-ratio-invariant, and a procedure of calibration is needed to eliminate the error produced by the deviation of the optical and visual axes of the eyeball. Finally, the gaze is tracked in real-time. The results show that the accuracy of the gaze tracking system is about 0.327 degree horizontally and 0.300 degree vertically, which is better than most gaze tracking system reported in other papers.
Keywords :
control engineering computing; eye; feature extraction; infrared imaging; infrared sources; intelligent control; video cameras; corneal glint; cross ratio invariant; eye based intelligent control; eye moving video; image extraction; near infrared light source; pupil region; remote gaze tracking scheme; resolution camera; Calibration; Cameras; Intelligent control; Light sources; Monitoring; Pixel; Visualization; Gaze tracking; calibration; human computer interaction; intelligent control;
Conference_Titel :
Intelligent Control and Automation (WCICA), 2010 8th World Congress on
Conference_Location :
Jinan
Print_ISBN :
978-1-4244-6712-9
DOI :
10.1109/WCICA.2010.5553932