自适应前照灯系统减少刺眼效应,预防交通事故

A. Dubey, Anmol Gulati, Ayush Choubey, S. Jaikar, Pranav More
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引用次数: 0

摘要

在夜间或低自然光下驾驶车辆会带来许多风险,其中之一是由车辆的前灯引起的。许多司机喜欢在夜间驾驶时使用远光灯,这样可以让他们看到前方更大的区域,从而提高能见度。这些远光灯除了提供更高的能见度和更清晰的前方路况外,还会使从相反方向驶来的车辆的驾驶员眼睛疲劳。这种对驾驶员眼睛的压力会造成短暂的眩光效应,从而干扰驾驶员的视力,并可能导致事故。眩光效应是由于使用远光灯从车辆的另一端引起的。考虑中的系统使用LED矩阵(硬件模块)以及训练过的物体检测模块和实时摄像头馈馈线(软件模块)来检测车辆,获取其位置以控制矩阵中的LED,并控制这些LED的强度。使用该系统,我们的目标是以优化的方式控制前照灯,以减少影响迎面而来车辆的眩光效应,并在不影响驾驶员能见度的情况下照亮前方道路。该模型有助于克服驾驶员在黑暗中驾驶时可能遇到的头晕或眩光效应。它还旨在消除驾驶员手动控制大灯的需要,这是很少使用的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Adaptive Headlight System for Reducing the Dazzling Effect to Prevent Road Accident
Driving a vehicle at night or in low levels of natural light poses many risks, one of which is caused by the vehicle's headlight. Many drivers prefer to use high beam headlights while driving at night, which improves visibility by allowing them to see a larger area ahead of them. Aside from providing increased visibility and a clearer view of the road ahead, these high beams can strain the eyes of the driver of the vehicle approaching from the opposite direction. This strain on the eyes of the driver can cause a glare effect for a slight duration which can disrupt the vision of the driver and may cause accidents. The glare effect is caused by the use of high beam headlights from the opposite end of the vehicle. The system under consideration uses a LED matrix (Hardware module) in addition to a trained object detection module and a live camera feed (Software module) to detect vehicles, acquire their positions to control the LEDs in our matrix, and control the intensities of those LEDs. Using this system, we aim to control the headlights in an optimized way to reduce the glare effect from impacting the drivers of oncoming vehicles and also illuminate the road ahead without compromising the visibility of the driver. The model assists in overcoming the dizziness or glare effect that a driver may encounter while driving in the dark. It also aims to eliminate the need for the driver to manually control the headlights, which is rarely used.
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