一个快速和强大的智能前照灯控制器的车辆

J. Connell, Benjamin Herta, Sharath Pankanti, H. Hess, Sebastian Pliefke
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引用次数: 18

摘要

我们描述了一个系统,该系统根据前视摄像机的输入来控制车辆的前灯是处于远光灯还是远光灯状态。该系统的核心依赖于传统的计算机视觉技术,尽管有一个复杂的点探测器前端。尽管采用了这种架构,我们仍然能够使用自动监督学习技术来调整系统以获得高性能。使用客户强加的指标,我们展示了我们的系统以及几个竞争对手的车内和离线结果,并调查了系统在不同天气条件下的性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A fast and robust intelligent headlight controller for vehicles
We describe a system that controls whether the headlights of a vehicle are in the highbeam or lowbeam state based on input from a forward looking video camera. The core of the system relies on conventional computer vision techniques, albeit with a sophisticated spot finder front-end. Despite this architecture we are able to use an automated supervised learning technique to tune the system to yield high performance. Using a customer-imposed metric we present both in-car and off-line results from our system along with several competitors, and investigate the system's performance under different weather conditions.
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