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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    Figures & Tables(11)
    Technical route
    Schematic diagram of point cloud normal vector clustering
    Schematic diagram of scanning detection
    Schematic diagram of continuous distribution type
    Original point cloud data. (a) Experimental area 1; (b) experimental area 2
    Ground filtering results. (a) Original algorithm results (experimental area 1); (b) results of proposed algorithm (experimental area 1); (c) original algorithm results (experimental area 2); (d) results of proposed algorithm (experimental area 2)
    Road boundary extraction results. (a) Fine extraction of boundary points; (b) road boundary after fitting
    Road extraction results. (a) Road point cloud; (b) road point cloud in raw data
    • Table 1. Comparison of ground filtering algorithms

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      Table 1. Comparison of ground filtering algorithms

      Experimental areaAlgorithm typeCell_size /mMax_window /mInitial_threshold /mTime /msResult points
      1Original0.5490.0565040401885882
      Improved0.5490.059871849348
      2Original0.5490.05164035142467936
      Improved0.5490.0527722377068
    • Table 2. Accuracy of road boundary extraction

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      Table 2. Accuracy of road boundary extraction

      Experimental AreaRegion typepwq
      1Cross section98.3291.4490.04
      Whole region98.9395.5994.67
      2Turning section97.7592.6890.76
      Whole region98.1296.1794.43
    • Table 3. Detection accuracy of road boundary line

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      Table 3. Detection accuracy of road boundary line

      Experimental AreaMaximum distanceMean distance
      10.0260.023
      20.0240.021
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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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