单摄像头前向碰撞警告

E. Dagan, O. Mano, G. Stein, A. Shashua
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引用次数: 300

摘要

由于驾驶员注意力不集中导致的大量追尾事故已被确定为主要的汽车安全问题。即使是一个简短的预警也能大大减少碰撞的次数和严重程度。介绍了一种基于视觉的道路前方碰撞预警系统。本文描述的算法直接从图像中车辆的大小和位置计算接触时间(TTC)和可能的碰撞过程-这是基于视觉的系统的自然测量-无需计算场景的3D表示。单个低成本图像传感器的使用使系统价格合理,安装简单。该系统已在实时硬件上实现,并已在高速公路上进行了测试。在测试轨道上也进行了避碰测试。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Forward collision warning with a single camera
The large number of rear end collisions due to driver inattention has been identified as a major automotive safety issue. Even a short advance warning can significantly reduce the number and severity of the collisions. This paper describes a vision based forward collision warning (FCW) system for highway safety. The algorithm described in this paper computes time to contact (TTC) and possible collision course directly from the size and position of the vehicles in the image - which are the natural measurements for a vision based system - without having to compute a 3D representation of the scene. The use of a single low cost image sensor results in an affordable system which is simple to install. The system has been implemented on real-time hardware and has been test driven on highways. Collision avoidance tests have also been performed on test tracks.
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