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Improved Position and Attitude Determination Method for Monocular Vision in Vehicle Collision Warning System

机译:车辆碰撞预警系统中单目视觉的位置和姿态确定方法的改进

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摘要

Vehicle collision warning system can determine the relative distance and speed between target vehicle and the front vehicle by monocular vision positioning technique from automobile license plate image captured by camera so as to judge danger level and remind the driver to make appropriate action and avoid vehicle collision timely. Study on the positioning technology of this system aims to help the driver to judge and improve driving safety. Thus, the system has a broad application prospect. The research content of this paper could enrich and supply PNL visual locating method, endowing with significance of theoretical research. The paper proposes an improved vehicle measuring method based on monocular vision for vehicle license plate. This method combines the characteristics of fast speed for analytical solution method and high positioning accuracy for iterative solution method, therefore has a high robustness and overcomes the multi-solution problem of P3P iterative method. The simulation experiments show that localization precision of the improved positioning method has been improved greatly as compared with P4L method. At the same time, the real-time characteristic of collision avoidance warning system with improved visual locating method has been improved a lot, and the new location algorithm has good performance in real-time characteristic, which greatly improve the processing ability of the system for images.
机译:车辆碰撞预警系统可以通过单眼视觉定位技术,从摄像机拍摄的汽车牌照图像中确定目标车辆与前车之间的相对距离和速度,从而判断危险等级,提醒驾驶员采取适当的措施,及时避免车辆碰撞。 。对系统定位技术的研究旨在帮助驾驶员判断和提高驾驶安全性。因此,该系统具有广阔的应用前景。本文的研究内容可以丰富和提供PNL视觉定位方法,具有理论研究意义。提出了一种改进的基于单目视觉的车辆牌照测量方法。该方法兼具解析解法的快速性和迭代解法的高定位精度的特点,因此具有很高的鲁棒性,克服了P3P迭代法的多解问题。仿真实验表明,与P4L方法相比,改进后的定位方法的定位精度有了很大的提高。同时,改进了视觉定位方法的防撞预警系统的实时性得到了很大的提高,新的定位算法具有良好的实时性能,大大提高了系统的处理能力。图片。

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