Research on Lane Detection Algorithm Based on Wavelet Analysis and Hough Transform

被引:0
|
作者
He, Gaoming [1 ,2 ]
Wang, Mei [1 ,2 ]
机构
[1] WuZhou Univ, Guangxi Key Lab Machine Vis & Intelligent Control, Wuzhou 543002, Peoples R China
[2] WuZhou Univ, Guangxi Coll & Univ Key Lab Ind Software Technol, Wuzhou 543002, Peoples R China
来源
2022 IEEE 21ST INTERNATIONAL CONFERENCE ON UBIQUITOUS COMPUTING AND COMMUNICATIONS, IUCC/CIT/DSCI/SMARTCNS | 2022年
基金
中国国家自然科学基金;
关键词
wavelet; Hough transform; lane line detection; intelligent traffic;
D O I
10.1109/IUCC-CIT-DSCI-SmartCNS57392.2022.00052
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
Lane detection technology is of great significance in intelligent transportation. Standard Hough transform is easy to generate false peak value and to cause error detection of line when extracting line. In this paper, the wavelet algorithm is combined to extract the area of interest in lane line recognition, and then the wavelet reconstruction and Canny algorithm are used to obtain the image edge, and the lane line is detected by the Hough transform algorithm based on linear parameter space reduction. This algorithm can improve the correct detection rate of lane lines, avoid the interaction between lane lines and reduce the misdetection of both sides of the lane. The improved algorithm is more conducive to the real-time control of intelligent vehicle assistance and automatic driving in time.
引用
收藏
页码:280 / 287
页数:8
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