论文标题

使用前庭反射解决人类计算机接口的目光跟踪中的眼睛固定问题

Addressing the eye-fixation problem in gaze tracking for human computer interface using the Vestibulo-ocular Reflex

论文作者

Pantanowitz, Adam, Kim, Kimoon, Chewins, Chelsey, Tollman, Isabel N. K., Rubin, David M.

论文摘要

实现并评估了一个自定义的头部安装系统,用于跟踪光滑的眼动以控制鼠标光标。该系统包括一个头部安装的红外摄像头,红外光源和计算机。在Microsoft Visual Studio,OpenCV和Pupil中实现的基于软件的图像处理技术,在接近实时地检测学生运动的学生位置和方向。确定的方向用于确定光标的所需定位,光标向目标移动。两名用户参与了三项测试,以量化由Ostibulo-Or-obular-Orix Reflex产生的平滑眼动运动的增量跟踪与Saccadic Eye运动的逐步变化跟踪。跟踪光滑的眼动运动的准确性是跟踪Saccadic眼动运动的四倍,其平均位置分辨率离目标为0.80 cm。相反,测量平均位置分辨率为3.21 cm,测量跟踪Saccadic眼动运动。使用光滑眼动的增量跟踪,用户能够将光标放置在一个小至9 x 9像素平方的时间内90%的时间。但是,当使用Saccadic眼动的步骤更改跟踪时,用户无法将光标定位在9 x 9像素目标中。光滑眼动追踪目标的逐步跟踪的平均时间为6.45 s,而对于saccadic眼动的阶梯变化跟踪,则为2.61 s。

A custom head-mounted system to track smooth eye movements for control of a mouse cursor is implemented and evaluated. The system comprises a head-mounted infrared camera, an infrared light source, and a computer. Software-based image processing techniques, implemented in Microsoft Visual Studio, OpenCV, and Pupil, detect the pupil position and direction of pupil movement in near real-time. The identified direction is used to determine the desired positioning of the cursor, and the cursor moves towards the target. Two users participated in three tests to quantify the differences between incremental tracking of smooth eye movement resulting from the Vestibulo-ocular Reflex versus step-change tracking of saccadic eye movement. Tracking smooth eye movements was four times more accurate than tracking saccadic eye movements, with an average position resolution of 0.80 cm away from the target. In contrast, tracking saccadic eye movements was measured with an average position resolution of 3.21 cm. Using the incremental tracking of smooth eye movements, the user was able to place the cursor within a target as small as a 9 x 9 pixel square 90 % of the time. However, when using the step change tracking of saccadic eye movements, the user was unable to position the cursor within the 9 x 9 pixel target. The average time for the incremental tracking of smooth eye movements to track a target was 6.45 s, whereas for the step change tracking of saccadic eye movements, it was 2.61 s.

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