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An Experimental System Development for Head Posture Estimation Based on 3-D Images Measurement

机译:基于3-D图像测量的头姿势估计实验系统开发

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摘要

Although automobile is an indispensable vehicle to modern life, it also serves as a social problem with a big traffic accident. Among the reasons of traffic accidents, careless driving accounts for the largest part. So in order to avoid the careless driving, a system which can measure the posture of a driver and warns driver to drive carefully in the case of looking aside is necessary. Although the image measurement method is used broadly, there is a problem on which measurement accuracy is influenced by environment light, makeup of the driver, etc. in the general method based on the two-dimensional image. Therefore, in this study, we propose an image measurement method to obtain the head posture of driver. First we use three-dimensional measurement method which based on the infrared pattern projection to get 3-D information of head, and then we calculate the angle for faces. In this paper, we explain the composition method of an experiment system, and the results of head posture measurement experiment.
机译:尽管汽车是现代生活中必不可少的交通工具,但它也是交通事故多发的社会问题。在交通事故的原因中,粗心驾驶占最大比例。因此,为了避免漫不经心的驾驶,需要一种能够测量驾驶员的姿势并在朝旁看的情况下警告驾驶员小心驾驶的系统。尽管图像测量方法被广泛使用,但是在基于二维图像的常规方法中,存在以下问题:测量精度受到环境光,驾驶员的化妆等的影响。因此,在这项研究中,我们提出一种图像测量方法来获得驾驶员的头部姿势。首先,我们使用基于红外图案投影的三维测量方法来获得头部的3D信息,然后计算面部的角度。在本文中,我们解释了一个实验系统的组成方法以及头部姿势测量实验的结果。

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