Laser & Optoelectronics Progress, Volume. 56, Issue 16, 162802(2019)

Contour Determination Method for Threshold of Morphological Filtering Key Parameters

Chengbin Xing, Xingsheng Deng*, and Kang Xu
Author Affiliations
  • Department of Surveying and Mapping Engineering, School of Traffic & Transportation Engineering, Changsha University of Science and Technology, Changsha, Hunan 410004, China
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    Figures & Tables(16)
    Progressive filtering algorithm implementation process
    Contour generation flow chart
    Aerial photography of the survey area
    Contour to determine the shape of the stadium
    Point cloud contour filling distribution in the building area
    LiDAR point cloud distribution in the building area
    Tilt angle to determine the same height difference
    Isometric line-morphological filtering algorithm flow chart
    Contour determination window threshold
    Distribution of point cloud
    Samp23 survey area before and after filtering. (a) Before filtering; (b) after filtering
    Filtering accuracy of different height difference thresholds (window threshold is 30 m)
    Filtering accuracy of different window thresholds (height difference threshold is 20 m)
    Filtering results of different algorithms in the FSite8_red2 survey area. (a) TIN algorithm; (b) morphology algorithm
    • Table 1. Number of point cloud points in Samp23 survey area and two types of error statistics

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      Table 1. Number of point cloud points in Samp23 survey area and two types of error statistics

      Samp23 surveypoint cloudNumber ofsample pointsNumber ofground pointsNumber offeaturesTypeI error /%TypeII error /%
      Sample point250951322311872
      Calculated point25095114521364313.314.9
    • Table 2. Two algorithms in Samp41 data point ground point, feature point, type I error, and type II error

      View table

      Table 2. Two algorithms in Samp41 data point ground point, feature point, type I error, and type II error

      Samp41 surveypoint cloudNumber ofsample pointsNumber ofground pointsNumber offeaturesType Ierror /%Type IIerror /%
      Sample point1123156025629
      Morphology filtering112316294493712.312.2
      TIN filtering112316732449920.120.0
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    Chengbin Xing, Xingsheng Deng, Kang Xu. Contour Determination Method for Threshold of Morphological Filtering Key Parameters[J]. Laser & Optoelectronics Progress, 2019, 56(16): 162802

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    Paper Information

    Category: Remote Sensing and Sensors

    Received: Jan. 2, 2019

    Accepted: Mar. 22, 2019

    Published Online: Aug. 5, 2019

    The Author Email: Deng Xingsheng (383500135@qq.com)

    DOI:10.3788/LOP56.162802

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