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Development and validation of a high-speed stereoscopic eyetracker

机译:高速立体眼动仪的开发和验证

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摘要

Traditional video-based eyetrackers require participants to perform an individual calibration procedure, which involves the fixation of multiple points on a screen. However, certain participants (e.g., people with oculomotor and/or visual problems or infants) are unable to perform this task reliably. Previous work has shown that with two cameras one can estimate the orientation of the eyes’ optical axis directly. Consequently, only one calibration point is needed to determine the deviation between an eye’s optical and visual axes. We developed a stereo eyetracker with two USB 3.0 cameras and two infrared light sources that can track both eyes at ~ 350 Hz for eccentricities of up to 20°. A user interface allows for online monitoring and threshold adjustments of the pupil and corneal reflections. We validated this tracker by collecting eye movement data from nine healthy participants and compared these data to eye movement records obtained simultaneously with an established eyetracking system (EyeLink 1000 Plus). The results demonstrated that the two-dimensional accuracy of our portable system is better than 1°, allowing for at least ± 5-cm head motion. Its resolution is better than 0.2° (SD), and its sample-to-sample noise is less than 0.05° (RMS). We concluded that our stereo eyetracker is a valid instrument, especially in settings in which individual calibration is challenging.Electronic supplementary materialThe online version of this article (10.3758/s13428-018-1026-7) contains supplementary material, which is available to authorized users.
机译:传统的基于视频的眼动仪要求参与者执行单独的校准过程,该过程涉及将多个点固定在屏幕上。但是,某些参与者(例如,动眼和/或视力有问题的人或婴儿)无法可靠地执行此任务。先前的工作表明,使用两个摄像头可以直接估计眼睛光轴的方向。因此,只需一个校准点即可确定眼睛的光轴和视轴之间的偏差。我们开发了带有两个USB 3.0相机和两个红外光源的立体声眼动仪,该立体声眼动仪可以在〜350 Hz的频率下跟踪两只眼睛,最大偏心率可达20°。用户界面允许对瞳孔和角膜反射进行在线监控和阈值调整。我们通过收集来自9位健康参与者的眼动数据来验证此跟踪器,并将这些数据与通过既有的眼动跟踪系统(EyeLink 1000 Plus)同时获得的眼动记录进行比较。结果表明,我们的便携式系统的二维精度优于1°,允许至少±5 cm的头部运动。其分辨率优于0.2°(SD),其样品间噪声小于0.05°(RMS)。我们的结论是,我们的立体声眼动仪是一种有效的仪器,特别是在个人校准面临挑战的环境中。电子补充材料本文的在线版本(10.3758 / s13428-018-1026-7)包含补充材料,可供授权用户使用。

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