Laser & Optoelectronics Progress, Volume. 57, Issue 9, 090102(2020)

Automatic Power Line Extraction Method Based on Airborne LiDAR Point Cloud Data

Ye Yang and Hongning Li*
Author Affiliations
  • School of Physics and Electronic Information, Yunnan Normal University, Kunming, Yunnan 650500, China
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    Figures & Tables(6)
    Flow chart of power line extraction based on LiDAR piont cloud data
    Filter and its serial number
    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
    Power line extraction result by SVM combined with geometric feature algorithms
    • Table 1. Algorithm comparison results

      View table

      Table 1. Algorithm comparison results

      AlgorithmPower linerecognitionrate /%Whether tosegment toinsulatorTime /s
      Ref. [14]94.4No4803.47
      Ours99.8Yes39.03
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    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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    Paper Information

    Category: Atmospheric Optics and Oceanic Optics

    Received: Jul. 21, 2019

    Accepted: Sep. 20, 2019

    Published Online: May. 6, 2020

    The Author Email: Li Hongning (lihongning_ynnu@yahoo.com.cn)

    DOI:10.3788/LOP57.090102

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