Laser & Infrared, Volume. 54, Issue 3, 396(2024)

Urban road marking extraction method based on vehicle laser point cloud

ZHOU Song1,2, LIU Rong1,2、*, CHEN Zhi-gao1,2, and DUAN Ju-kui3
Author Affiliations
  • 1School of Surveying and Geoinformation Engineering, East China University of Technology, Nanchang 330013, China
  • 2Key Laboratory of Mine Environmental Monitoring and Improving around Poyang Lake of Ministry of Natural Resources, East China University of Technology, Nanchang 330013, China
  • 3No.209 Geological Party, Geological Bureau of Yunnan Nuclear Industry, Kunming 650092, China
  • show less
    References(11)

    [4] [4] Baron E, Landes T, Grussenmeyer P, et al. Extraction of road markings from MLS data: a review[C]//The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, XLVIII-2/W1-2022, 2022: 7-14.

    [7] [7] Yao L, Qin C, Chen Q, et al. Automatic extraction and recognition of road markings base on vehicle laser point cloud[J]. ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 2020, 5(2): 313-319.

    [9] [9] Zhang W, Qi J, Wan P, et al. An easy-to-use airborne LiDAR data filtering method based on cloth simulation[J]. Remote Sensing, 2016, 8(6): 501.

    [11] [11] Bartels M, Hong W, Mason D C. DTM generation from LIDAR data using skewness balancing[C]//International Conference on Pattern Recognition. IEEE Computer Society, 2006, 1: 566-569.

    [12] [12] Bartels M, Wei H. Threshold-free object and ground point separation in LIDAR data[J]. Pattern Recognition Letters, 2010, 31(10): 1089-1099.

    [13] [13] Penggen Cheng, Zhenyang Hui, Yuanping Xia, et al. An improved skewness balancing filtering algorithm based on thin plate spline interpolation[J]. Applied Sciences, 2019, 9(1): 203.

    [14] [14] Ester M, Kriegel H P, Sander J, et al. A density-based algorithm for discovering clusters in large spatial databases with noise[C]//AAAI Press Portland, 1996:226-231.

    [15] [15] CHENG M, ZHANG H, WANG C, et al. Extraction and classification of road markings using mobile laser scanning point clouds[J]. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2016, 10(3): 1182-1196.

    [16] [16] He K, Sun J, Tang X. Guided image filtering[J]. IEEE Transactions on Pattern Analysis & Machine Intelligence, 2013, 35(6): 1397-1409.

    [17] [17] He K M, Sun J. Fast guided filtering[J]. CoRR, 2015, arXiv: 1505.00996.

    [18] [18] J. N. Kapur, P. K. Sahoo, A. K. Wong. A new method for gray-level picture thresholding using the entropy of the histogram[J]. Computer Vision, Graphics and Image Processing, 1985, 29(3): 273-285.

    Tools

    Get Citation

    Copy Citation Text

    ZHOU Song, LIU Rong, CHEN Zhi-gao, DUAN Ju-kui. Urban road marking extraction method based on vehicle laser point cloud[J]. Laser & Infrared, 2024, 54(3): 396

    Download Citation

    EndNote(RIS)BibTexPlain Text
    Save article for my favorites
    Paper Information

    Category:

    Received: Jun. 12, 2023

    Accepted: Jun. 4, 2025

    Published Online: Jun. 4, 2025

    The Author Email: LIU Rong (rliu@ecit.edu.cn)

    DOI:10.3969/j.issn.1001-5078.2024.03.010

    Topics