利用车载多用途摄影机探测雨水

A. Cord, D. Aubert
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引用次数: 24

摘要

基于摄像机的高级驾驶辅助系统(ADAS)在当今的汽车中有普遍化的趋势。然而,如果大多数这些系统在良好的天气条件下表现良好,它们在恶劣的天气下表现非常差,特别是在下雨的情况下。我们提出了一种新颖的方法,旨在仅使用车载摄像头的图像来检测汽车挡风玻璃上的雨滴。该算法基于雨滴的光度特性,利用图像处理技术对雨滴进行高亮显示。其结果可以进一步用于图像恢复和视觉增强,因此是ADAS的一个有价值的工具。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Towards rain detection through use of in-vehicle multipurpose cameras
Advanced Driver Assistance Systems (ADAS) based on video camera tends to be generalized in today's automotive. However, if most of these systems perform nicely in good weather conditions, they perform very poorly under adverse weather particularly under rain. We present a novel approach that aims at detecting raindrops on a car windshield using only images from an in-vehicle camera. Based on the photometric properties of raindrops, the algorithm relies on image processing technics to highlight raindrops. Its results can be further used for image restoration and vision enhancement and hence it is a valuable tool for ADAS.
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