Real time traffic light recognition system for color vision deficiencies

被引:34
作者
Kim, Youn K. [1 ]
Kim, Kyoung W. [1 ]
Yang, Xiaoli [1 ]
机构
[1] Purdue Univ Calumet Hammond, Dept Elect & Comp Engn, Hammond, IN 46323 USA
来源
2007 IEEE INTERNATIONAL CONFERENCE ON MECHATRONICS AND AUTOMATION, VOLS I-V, CONFERENCE PROCEEDINGS | 2007年
关键词
color blindness (color deficiency); traffic light; image processing; computer vision;
D O I
10.1109/ICMA.2007.4303519
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Color blindness can be challenging as well as cumbersome for a person especially when driving a vehicle. In this paper, a real time traffic light recognition system based on computer vision will be described that improves the safety of drivers who are color-blind. The system consists of a digital video camera and a portable PC that helps the system to detect and track red, green, and yellow traffic tights. The paper will explain how the RGB component adjustment, thresholding algorithm, and median filter are used to recognize traffic lights. In order for the system to handle illumination changes by weather and time, a simple adaptation method has been developed. For future use, the portable system has been simplified since audio has been added to the current system, which helps to inform the traffic light the driver is color-blind.
引用
收藏
页码:76 / +
页数:2
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