利用快速径向对称变换检测红绿灯

Sorn Sooksatra, T. Kondo
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引用次数: 48

摘要

交通信号灯是驾驶员管理车流、减少道路交通事故的重要标志之一。就今天的技术而言,存在一种红绿灯检测系统,可以警告驾驶员以显着减少事故。在本文中,我们只关注红绿灯和黄绿灯,以减少误报和时间消耗。快速径向对称变换是圆形霍夫变换的快速变化。使用CIELab颜色模型是因为它较少依赖于照明条件。该方法的查全率和查全率都比以往的方法有所提高。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Red traffic light detection using fast radial symmetry transform
Traffic light is one of the important signs for drivers that help managing the car flow and reducing accident on the road. As of today technology, there exists a traffic light detection system that warns the driver to reduce the accident significantly. In this paper, we are concerned with only the red and yellow traffic light to reduce false positive and time consumption. The fast radial symmetry transform is a fast variation of the circular Hough transform. The CIELab color model is used because it is less dependent on lighting conditions. The precision and the recall of the proposed method are increased from previous work.
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