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基于眼球角度和头部角度信息的实际驾驶过程中注视范围计算方法研究。

A Study on the Gaze Range Calculation Method During an Actual Car Driving Using Eyeball Angle and Head Angle Information.

机构信息

Faculty of Engineering, University of Miyazaki, 1-1, Gakuen Kibanadai-nishi, Miyazaki-shi 889-2192, Japan.

出版信息

Sensors (Basel). 2019 Nov 2;19(21):4774. doi: 10.3390/s19214774.

Abstract

Car operation requires advanced brain function. Currently, evaluation of the motor vehicle driving ability of people with higher brain dysfunction is medically unknown and there are few evaluation criteria. The increase in accidents by elderly drivers is a social problem in Japan, and a method to evaluate whether elderly people can drive a car is needed. Under these circumstances, a system to evaluate brain dysfunction and driving ability of elderly people is needed. Gaze estimation research is a rapidly developing field. In this paper, we propose the gaze calculation method by eye and head angles. We used the eye tracking device (TalkEyeLite) made by Takei Scientific Instruments Cooperation. For our image processing technique, we estimated the head angle using the template matching method. By using the eye tracking device and the head angle estimate, we built a system that can be used during actual on-road car operation. In order to evaluate our proposed method, we tested the system on Japanese drivers during on-road driving evaluations at a driving school. The subjects were one instructor of the car driving school and eight general drivers (three 40-50 years old and five people over 60 years old). We compared the gaze range of the eight general subjects and the instructor. As a result, we confirmed that one male in his 40s and one elderly driver had narrower gaze ranges.

摘要

驾驶汽车需要高级的大脑功能。目前,对于大脑高级功能障碍者的机动车驾驶能力的评估在医学上是未知的,并且评估标准很少。日本老年司机的事故增加是一个社会问题,需要有一种评估老年人是否能够驾驶汽车的方法。在这种情况下,需要一种评估老年人大脑功能障碍和驾驶能力的系统。注视估计研究是一个快速发展的领域。在本文中,我们提出了通过眼睛和头部角度进行注视计算的方法。我们使用了竹井科学仪器合作公司生产的眼动追踪设备(TalkEyeLite)。对于我们的图像处理技术,我们使用模板匹配方法来估计头部角度。通过使用眼动追踪设备和头部角度估计,我们构建了一个可以在实际道路汽车操作中使用的系统。为了评估我们提出的方法,我们在驾驶学校的道路驾驶评估中对日本司机进行了系统测试。受试者为一位驾驶学校的教练和八位普通司机(三位 40-50 岁,五位 60 岁以上)。我们比较了八位普通受试者和教练的注视范围。结果,我们确认一位 40 多岁的男性和一位老年司机的注视范围较窄。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5a24/6864832/bbde47cb8038/sensors-19-04774-g001.jpg

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