An Adaptive Method for Detecting Lane Boundary in Night Scene

被引:0
|
作者
Tran, Trung-Thien [1 ]
Son, Jin-Ho [1 ]
Uk, Byun-Jae [2 ]
Lee, Jong-Hwa [1 ]
Cho, Hyo-Moon [1 ]
机构
[1] Sch Elect Engn, Daehak Ro 102, Ulsan 680749, South Korea
[2] ADIC Co Ltd, Ulsan 689801, South Korea
关键词
Lane Boundary Detection; Driver Assistance System; Night Vision; Hough Transforms; Computer Vision; HOUGH TRANSFORM; 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
Lane detection plays a key role in the vision-based driver assistance system and is used for vehicle navigation, lateral control, collision prevention, or lane departure warning system. In this paper, we present an adaptive method for detecting lane marking based on the intensity of road images in night scene which is the cause of numerous accidents. First, a region of interest (ROI) image is extracted from the original image and converted to its grayscale image in which the value of each pixel is the maximum value of R, G and B channel of ROI image. After that, we find the maximum intensity on each row of grayscale image. Finally, the lane boundary is detected by Hough transform. Experiment results indicate that the proposed approach was robust and accurate in night scene.
引用
收藏
页码:301 / +
页数:3
相关论文
共 50 条
  • [1] Study on Lane Boundary Detection in Night Scene
    Zhang Xinyu
    Shi Zhongke
    [J]. 2009 IEEE INTELLIGENT VEHICLES SYMPOSIUM, VOLS 1 AND 2, 2009, : 538 - 541
  • [2] Adaptive road detection method combining lane line and obstacle boundary
    Li, Jing
    Shi, Xinxin
    Wang, Junzheng
    Yan, Min
    [J]. IET IMAGE PROCESSING, 2020, 14 (10) : 2216 - 2226
  • [3] A scene boundary detection method
    Chung, MG
    Kim, H
    Song, SMH
    [J]. 2000 INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOL III, PROCEEDINGS, 2000, : 933 - 936
  • [4] 'NIGHT SCENE'
    HALPERN, D
    [J]. VIRGINIA QUARTERLY REVIEW, 1981, 57 (02) : 277 - 278
  • [5] A 'SCENE IN THE NIGHT'
    LU, XIN
    [J]. CHINESE LITERATURE, 1992, : 99 - 103
  • [6] That Night on Thistle Lane
    Ramsdell, Kristin
    [J]. LIBRARY JOURNAL, 2013, 138 (03) : 82 - 82
  • [7] AN ADAPTIVE METHOD FOR NATURAL SCENE ANALYSIS
    GIUSTO, DD
    VERNAZZA, G
    [J]. LECTURE NOTES IN COMPUTER SCIENCE, 1989, 399 : 275 - 287
  • [8] AN ADAPTIVE METHOD FOR NATURAL SCENE ANALYSIS
    GIUSTO, DD
    VERNAZZA, G
    [J]. RECENT ISSUES IN PATTERN ANALYSIS AND RECOGNITION, 1989, 399 : 275 - 287
  • [9] Adaptive night scene enhancement system design and implementation based on FPGA
    QIAO Xin
    WAN Yi
    [J]. CHINESE JOURNAL OF LIQUID CRYSTALS AND DISPLAYS, 2022, 37 (04) : 501 - 507
  • [10] Adaptive IPM-Based Lane Filtering for Night Forward Vehicle Detection
    Lin, Yu-Chen
    Lin, Che-Chung
    Chen, Long-Tai
    Chen, Ching-Kun
    [J]. 2011 6TH IEEE CONFERENCE ON INDUSTRIAL ELECTRONICS AND APPLICATIONS (ICIEA), 2011, : 1568 - 1573