A new methodology for determining point-of-gaze in head-mounted eye tracking systems

被引:39
|
作者
Yu, LH
Eizenman, M
机构
[1] Univ Toronto, Dept Ophthalmol, Toronto, ON M5S 3G9, Canada
[2] Univ Toronto, Dept Elect & Comp Engn, Toronto, ON M5S 3G9, Canada
[3] Univ Toronto, Inst Biomat & Biomed Engn, Toronto, ON M5S 3G9, Canada
基金
加拿大自然科学与工程研究理事会; 加拿大健康研究院;
关键词
eye tracking systems; homography; point-of-gaze; visual selective attention;
D O I
10.1109/TBME.2004.831523
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
The ability to determine point-of-gaze with respect to an observed scene provides significant insight into human cognitive processes, since shifts in gaze position are generally guided by shifts in attentional focus. Using a head-mounted eye tracking system, a new methodology based on four or more point correspondences in two views was developed to reconstruct the subject's point-of-gaze. For exact point correspondences, 95 % of the reconstruction errors are less than 0.32degrees when the homography algorithm with distortion compensation is used to determine gaze position. In a typical visual scanning experiment, 95% of the reconstruction errors are less than 0.90degrees. Analysis of normalization techniques that reduce the sensitivity of the homography algorithm to input errors suggests that the point correspondences should be arranged in a radially symmetric distribution around the area to be scanned. The new methodology was used in a clinical study on visual selective attention and mood disorders; this study showed that depressed subjects spent significantly more time looking at images with dysphoric themes than normal control subjects.
引用
收藏
页码:1765 / 1773
页数:9
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