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Mental Fatigue Monitoring Using a Wearable Transparent Eye Detection System

机译:使用可穿戴透明眼睛检测系统进行心理疲劳监测

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摘要

We propose mental fatigue measurement using a wearable eye detection system. The system is capable of acquiring movement of the pupil and blinking from the light reflected from the eye. The reflection is detected by dye-sensitized photovoltaic cells. Since these cells are patterned onto the eyeglass and do not require external input power, the system is notable for its lightweight and low power consumption and can be combined with other wearable devices, such as a head mounted display. We performed experiments to correlate information obtained by the eye detection system with the mental fatigue of the user. Since it is quite difficult to evaluate mental fatigue objectively and quantitatively, we assumed that the National Aeronautics and Space Administration Task Load Index (NASA-TLX) had a strong correlation with te mental fatigue. While a subject was requested to conduct calculation tasks, the eye detection system collected his/her information that included position, velocity and total movement of the eye, and amount and frequency of blinking. Multiple regression analyses revealed the correlation between NASA-TLX and the information obtained for 3 out of 5 subjects.
机译:我们建议使用可穿戴式眼睛检测系统进行精神疲劳测量。该系统能够获取瞳孔的运动并从眼睛反射的光中闪烁。通过染料敏化的光伏电池检测反射。由于这些单元在眼镜上有图案且不需要外部输入电源,因此该系统以其轻巧和低功耗而著称,并且可以与其他可穿戴设备(例如头戴式显示器)组合使用。我们进行了将眼睛检测系统获得的信息与用户的精神疲劳相关联的实验。由于很难客观和定量地评估精神疲劳,因此,我们认为美国航空航天局任务负荷指数(NASA-TLX)与精神疲劳具有很强的相关性。当要求受试者执行计算任务时,眼睛检测系统会收集他/她的信息,其中包括眼睛的位置,速度和总运动以及眨眼的次数和频率。多元回归分析显示,NASA-TLX与从5名受试者中的3名获得的信息之间具有相关性。

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