Chinese Journal of Lasers, Volume. 45, Issue 5, 510007(2018)

A Fast Statistical Method of Tree Information from 3D Laser Point Clouds

Xiao Yang1、*, Hu Shaoxing1, Xiao Shen1, and Zhang Aiwu2
Author Affiliations
  • 1[in Chinese]
  • 2[in Chinese]
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    Figures & Tables(12)
    Green garden of Beihang University
    Algorithm flow
    Cross section of point cloud. (a) Before clusting; (b) after clusting
    Results of circle fitting
    Fitting results of matching condition
    Original point cloud
    Processed point cloud
    Schematic of tree location and DBH
    Error distribution. (a) Absolute error; (b) relative error
    Green garden trees statistics
    • Table 1. Analysis of cross contrast

      View table

      Table 1. Analysis of cross contrast

      GroupSection1 /mSection2 /mSectiondistance /mNumberof trees
      11.31.60.313
      21.31.40.120
      31.31.20.118
      41.31.10.215
      51.31.00.313
      61.30.80.513
      71.30.60.713
      81.30.40.911
    • Table 2. Measurement result

      View table

      Table 2. Measurement result

      Treex /my /mLaser estimatedDBH /mActual measuredDBH /mAbsoluteerror /mRelativeerror /%
      10.35242.43200.2240.1870.03719.8
      24.41301.91650.6150.5900.0254.2
      34.45104.48670.7250.7420.0172.3
      44.47726.77310.4780.4970.0193.8
      53.280116.46140.6540.6620.0081.2
      60.954122.60600.3130.3400.0277.9
      79.360310.48210.1230.1740.05129.0
      813.03959.72280.0950.1560.06139.2
      912.522812.61980.0650.1850.12064.9
      1016.126816.78970.2860.3090.0237.4
      1119.23678.74980.5490.5680.0193.4
      1224.658211.03370.1990.2290.03013.1
      1323.997223.42660.2800.2760.0041.5
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    Xiao Yang, Hu Shaoxing, Xiao Shen, Zhang Aiwu. A Fast Statistical Method of Tree Information from 3D Laser Point Clouds[J]. Chinese Journal of Lasers, 2018, 45(5): 510007

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    Paper Information

    Category: remote sensing and sensor

    Received: Dec. 19, 2017

    Accepted: --

    Published Online: May. 21, 2018

    The Author Email: Yang Xiao (littsheep0206@163.com)

    DOI:10.3788/CJL201845.0510007

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