Based on Hough transform and improved particle filter algorithm for lane detection and tracking

被引:0
|
作者
Xu, Xihai [1 ]
Zhou, Yunyao [1 ]
Huang, Haibo [2 ]
机构
[1] Wuhan Univ Technol, Sch Informat Engn, Wuhan, Hubei, Peoples R China
[2] Hubei Univ Automot Technol, Sch Elect & Informat Engn, Shiyan, Hubei, Peoples R China
关键词
edge detection; Hough transform; particle filter; lane tracking;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Detection and tracking of lanes is essential for driving safety and intelligent vehicle,for the problems of previous algorithms in terms of robustness and accuracy,the algorithm for lane tracking based on Hough transform and particle filter are surveyed,first, the edges of lane are detected through the image preprocessing and Hough transform,particle filter initialize information to track the road based on edge detection. Experimental results show that the algorithm can be applied to common shapes and conditions of roads.
引用
收藏
页码:281 / 284
页数:4
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