Laser & Optoelectronics Progress, Volume. 59, Issue 10, 1001002(2022)

Urban Road Extraction Based on Morphological Filtering and Trajectory Detection

Xiaoyu Liu1, Juqing Zhang1、*, Nian Liu2, Yuhao Che2, and Chuanshuai Zhang2
Author Affiliations
  • 1College of Geological Engineering and Geomatics, Chang’an University, Xi’an 710054, Shaanxi , China
  • 2The First Topographic Surveying Brigade, Ministry of Natural Resources, Xi’an 710054, Shaanxi , China
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    References(18)

    [2] Shan J, Li Z X, Zhang W Y. Recent progress in large-scale 3D city modeling[J]. Acta Geodaetica et Cartographica Sinica, 48, 1523-1541(2019).

    [3] Zhu L, Deng X S, Xing C B et al. Moving surface filtering algorithm based on multilevel seed point optimization[J]. Laser & Optoelectronics Progress, 57, 172801(2020).

    [4] Ma X J, Liu R F, Cai Y N et al. A road boundary extraction method from point clouds based on curb features[J]. Remote Sensing Information, 34, 80-85(2019).

    [5] Zhao M N, Hua X H, Feng S Q et al. Information extraction of buildings, doors, and windows based on point cloud slices[J]. Chinese Journal of Lasers, 47, 0604002(2020).

    [6] Guo Y D, Wang X K, Su D P et al. Building orthogonal boundary extraction for airborne LiDAR based on directional prediction regularization[J]. Laser & Optoelectronics Progress, 57, 062801(2020).

    [7] Li Y Q, Li P P, Dong Y H et al. Automatic extraction and classification of pole-like objects from vehicle LiDAR point cloud[J]. Acta Geodaetica et Cartographica Sinica, 49, 724-735(2020).

    [12] Fang L N, Yang B S. Automated extracting structural roads from mobile laser scanning point clouds[J]. Acta Geodaetica et Cartographica Sinica, 42, 260-267(2013).

    [13] An Y J, Chen X X, Sui L C et al. A structural road extraction method based on normal vectors similarity of point clouds[J]. Bulletin of Surveying and Mapping, 69-72(2018).

    [14] Hui Z Y, Hu Y J, Kang Y F. Road point cloud extraction algorithm based on reflection intensity skewness balancing[J]. Laser & Optoelectronics Progress, 55, 022801(2018).

    [15] Hu X, Huang M, Zhou H X. Automated extracting highway from mobile laser scanning point clouds[J]. Science of Surveying and Mapping, 44, 101-106, 158(2019).

    [17] Li F, Cui X M, Yuan D B et al. Slope improved morphological filtering algorithm for lidar point clouds[J]. Journal of Geodesy and Geodynamics, 32, 128-132(2012).

    [18] Yang W S, Cai L L, Gu S D. Extraction city road boundary method based on point cloud normal vector clustering[J]. Acta Photonica Sinica, 47, 0612003(2018).

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    Xiaoyu Liu, Juqing Zhang, Nian Liu, Yuhao Che, Chuanshuai Zhang. Urban Road Extraction Based on Morphological Filtering and Trajectory Detection[J]. Laser & Optoelectronics Progress, 2022, 59(10): 1001002

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    Paper Information

    Category: Atmospheric Optics and Oceanic Optics

    Received: Apr. 1, 2021

    Accepted: Jun. 2, 2021

    Published Online: May. 16, 2022

    The Author Email: Juqing Zhang (zhangjq@chd.edu.cn)

    DOI:10.3788/LOP202259.1001002

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