快速反应控制照明通过雨雪

Raoul de Charette, R. Tamburo, P. Barnum, Anthony G. Rowe, T. Kanade, S. Narasimhan
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引用次数: 26

摘要

在弱光条件下,司机主要依靠前灯来提高能见度。但在雨雪天气中,由于雨水反射回司机身上的光线,车头灯反而会降低能见度。降水还会将光线散射到大范围的角度,从而干扰迎面而来的车辆的驾驶员的视野。与最近的计算机视觉方法(从捕获的图像中以数字方式去除雨雪条纹)相比,我们提出了一个系统,该系统将通过控制照明来响应检测到的降水,从而直接提高驾驶员的能见度。采用快速动态控制,跟踪降水的运动,只照亮粒子周围的空间。使用基于物理的模拟器,我们展示了这样一个系统在各种天气条件下的表现。我们建立并评估了一个概念验证系统,该系统可以避免在实验室中产生水滴。
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Fast reactive control for illumination through rain and snow
During low-light conditions, drivers rely mainly on headlights to improve visibility. But in the presence of rain and snow, headlights can paradoxically reduce visibility due to light reflected off of precipitation back towards the driver. Precipitation also scatters light across a wide range of angles that disrupts the vision of drivers in oncoming vehicles. In contrast to recent computer vision methods that digitally remove rain and snow streaks from captured images, we present a system that will directly improve driver visibility by controlling illumination in response to detected precipitation. The motion of precipitation is tracked and only the space around particles is illuminated using fast dynamic control. Using a physics-based simulator, we show how such a system would perform under a variety of weather conditions. We build and evaluate a proof-of-concept system that can avoid water drops generated in the laboratory.
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