Study on curb detection method based on 3D range image by LaserRadar

被引:0
|
作者
Wang, RB [1 ]
Gu, BY [1 ]
Jin, LS [1 ]
Yu, TH [1 ]
Gou, L [1 ]
机构
[1] Jilin Univ, Transportat Coll, Changchun 130025, Peoples R China
关键词
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
This paper presents a method to detect curb in city by 3D range information, which is provided by the laser radar mounted in a moving vehicle. First; a CS median filter is used to suppress noises. Then, the 3D information of curb is obtained based on the height difference between curb and road surface. After that; edge operation and mathematical morphology filter are used to segment curb from the whole range image. In this way, the relative position between the curb and the host vehicle can be acquired, which is important to driving-ass stance. Experimental results show that the approach has high robustness and accuracy.
引用
收藏
页码:845 / 848
页数:4
相关论文
共 50 条
  • [1] 3D Range Image Simplification
    Park, Sang C.
    Wang, Gi Nam
    ICDIP 2009: INTERNATIONAL CONFERENCE ON DIGITAL IMAGE PROCESSING, PROCEEDINGS, 2009, : 270 - 274
  • [2] RangeLVDet: Boosting 3D Object Detection in LIDAR With Range Image and RGB Image
    Zhang, Zehan
    Liang, Zhidong
    Zhang, Ming
    Zhao, Xian
    Li, Hao
    Yang, Ming
    Tan, Wenming
    Pu, Shiliang
    IEEE SENSORS JOURNAL, 2022, 22 (02) : 1391 - 1403
  • [3] Flexible calibration method for an image guided 3-D laserradar scanner applicable for large volumina
    Weber, J
    SENSORS, SENSOR SYSTEMS, AND SENSOR DATA PROCESSING, 1997, 3100 : 39 - 50
  • [4] A 3D Measurement Method Based on Coded Image
    Niu, Jinxing
    Fu, Yayun
    Hu, Qingsheng
    Yang, Shaojie
    Zhang, Tao
    Jha, Sunil Kumar
    CMC-COMPUTERS MATERIALS & CONTINUA, 2021, 69 (02): : 1839 - 1849
  • [5] Study on Evaluation Method for 3D Perspective Image
    Iwasaki, Seiya
    Tetsutani, Nobuji
    INTERNATIONAL WORKSHOP ON ADVANCED IMAGE TECHNOLOGY (IWAIT) 2019, 2019, 11049
  • [6] The method of 3D image correction and the case study
    Nakata T.
    Kyokai Joho Imeji Zasshi/Journal of the Institute of Image Information and Television Engineers, 2010, 64 (11): : 1557 - 1558
  • [7] 3D pose estimation of target based on ladar range image
    National Key Laboratory of Science and Technology on Tunable Laser, Institute of Opto-Electronic, Harbin Institute of Technology, Harbin
    150080, China
    不详
    161006, China
    Hongwai yu Jiguang Gongcheng Infrared Laser Eng., 4 (1115-1120):
  • [8] Step edge detection method for 3D point clouds based on 2D range images
    Bao, Tengfei
    Zhao, Jinlei
    Xu, Miao
    OPTIK, 2015, 126 (20): : 2706 - 2710
  • [9] A new range image generation method based on mathematical morphology for complicated polyhedron in 3D space
    Kong, Deming
    Chen, Xiaoyu
    2016 IEEE INTERNATIONAL INSTRUMENTATION AND MEASUREMENT TECHNOLOGY CONFERENCE PROCEEDINGS, 2016, : 1423 - 1427
  • [10] DEPTH RANGE OF A 3D IMAGE SAMPLED BY A LENS ARRAY WITH THE INTEGRAL METHOD
    Okano, Fumio
    Arai, Jun
    Kawakita, Masahiro
    2009 3DTV-CONFERENCE: THE TRUE VISION - CAPTURE, TRANSMISSION AND DISPLAY OF 3D VIDEO, 2009, : 85 - 88