MACHINE VISION ALGORITHMS APPLIED TO DYNAMIC TRAFFIC LIGHT CONTROL

被引:0
|
作者
Espinosa Valcarcel, Fabio Andres [1 ]
Gordillo Chaves, Camilo Andres [1 ]
Jimenez Moreno, Robinson [1 ]
Aviles Sanchez, Oscar Fernando [1 ]
机构
[1] Univ Mil Nueva Granada, Bogota, Colombia
来源
DYNA-COLOMBIA | 2013年 / 80卷 / 178期
关键词
Traffic control; computer vision; optimization; fuzzy control; object detection;
D O I
暂无
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
This paper presents a fuzzy traffic controller that in an autonomous, centralized and efficient way, manages vehicular traffic flow in a group of intersections. The system uses a computer vision algorithm to detect the number of cars in images captured by a set of strategically placed cameras at every intersection. Using this information, the system selects the sequence of actions that optimize traffic flow within the control area, in a simulated scenario. The results obtained show that the system reduces the delay times for each vehicle by 20% and that the controller is able to adapt smoothly to different flow changes.
引用
收藏
页码:132 / 140
页数:9
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