前方碰撞预警系统中车辆与车道检测的集成

Huieun Kim, Youngwan Lee, Taekang Woo, Hakil Kim
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引用次数: 12

摘要

具有智能车载系统的自动驾驶车辆的能力不断提高,旨在提高交通安全。本文提出了一种用于前方碰撞预警系统的车道和车辆检测集成模块,该模块可嵌入到实时运行的自动驾驶系统中。车道与车辆检测的融合,通过对道路的几何考虑,为驾驶环境提供更精确的信息,并通过调整地面约束,达到抑制虚警的协同效果。此外,一旦车辆定位在自我车道上,它就能够估计前方与自我车辆之间的距离。本文在真实道路数据集上进行的实验结果验证了所提出工作对高级驾驶员辅助系统的适用性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Integration of vehicle and lane detection for forward collision warning system
The capability of automated vehicles with intelligent on-board systems aimed at improving traffic safety has been in constant advance. This paper proposes an integrated module of lane and vehicle detection for a forward collision warning system that can be embedded in an autonomous driving system operating in real time. Integration of lane and vehicle detection provides more precise information for driving environments by using geometric consideration of the roads, and achieves synergistic effects for rejecting false alarms by adjusting ground constraints. Also, once the vehicle is localized in ego-lane, it is able to estimate the distance between the front and ego-vehicle. The experimental results in this paper, conducted on a real road dataset, verify the applicability of the proposed work for advanced driver assistance systems.
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