• Laser & Optoelectronics Progress
  • Vol. 57, Issue 9, 090102 (2020)
Ye Yang and Hongning Li*
Author Affiliations
  • School of Physics and Electronic Information, Yunnan Normal University, Kunming, Yunnan 650500, China
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    DOI: 10.3788/LOP57.090102 Cite this Article Set citation alerts
    Ye Yang, Hongning Li. Automatic Power Line Extraction Method Based on Airborne LiDAR Point Cloud Data[J]. Laser & Optoelectronics Progress, 2020, 57(9): 090102 Copy Citation Text show less
    Flow chart of power line extraction based on LiDAR piont cloud data
    Fig. 1. Flow chart of power line extraction based on LiDAR piont cloud data
    Filter and its serial number
    Fig. 2. Filter and its serial number
    Non-power line grid distribution of power lines in r radius neighborhood
    Fig. 3. Non-power line grid distribution of power lines in r radius neighborhood
    Automatic power line extraction based on airborne LIDAR point cloud data. (a) Original point cloud; (b) grid point clouds and the filtering result; (c) rough extraction result of power lines; (d) power line extraction result; (e) patrol corridor data power line extraction result
    Fig. 4. Automatic power line extraction based on airborne LIDAR point cloud data. (a) Original point cloud; (b) grid point clouds and the filtering result; (c) rough extraction result of power lines; (d) power line extraction result; (e) patrol corridor data power line extraction result
    Power line extraction result by SVM combined with geometric feature algorithms
    Fig. 5. Power line extraction result by SVM combined with geometric feature algorithms
    AlgorithmPower linerecognitionrate /%Whether tosegment toinsulatorTime /s
    Ref. [14]94.4No4803.47
    Ours99.8Yes39.03
    Table 1. Algorithm comparison results
    Ye Yang, Hongning Li. Automatic Power Line Extraction Method Based on Airborne LiDAR Point Cloud Data[J]. Laser & Optoelectronics Progress, 2020, 57(9): 090102
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