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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
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    [1] Monnier F, Vallet B, Soheilian B. Trees detection from laser point clouds acquired in dense urban areas by a mobile mapping system[J]. Remote Sensing and Spatial Information Sciences (ISPRS Annals), 25, 245-250(2012). http://adsabs.harvard.edu/abs/2012ISPAn..I3..245M

    [2] Hyyppa J, Kelle O, Lehikoinen M et al. A segmentation-based method to retrieve stem volume estimates from 3D tree height models produced by laser scanners[J]. IEEE Transactions on Geoscience and Remote Sensing, 39, 969-975(2001). http://jxb.oxfordjournals.org/external-ref?access_num=10.1109/36.921414&link_type=DOI

    [3] Persson A. Detecting and measuring individual trees using an airborne laser scanner[J]. Photogrammetric Engineering & Remote Sensing, 68, 925-932(2002). http://ci.nii.ac.jp/naid/80015505900

    [4] Reitberger J, Schnörr C I, Krzystek P et al. 3D segmentation of single trees exploiting full waveform LIDAR data[J]. ISPRS Journal of Photogrammetry and Remote Sensing, 64, 561-574(2009). http://www.sciencedirect.com/science/article/pii/S0924271609000495

    [5] Vega C, Hamrouni A. Mokhtari S E I, et al. PTrees: A point-based approach to forest tree extraction from lidar data[J]. International Journal of Applied Earth Observations and Geoinformation, 33, 98-108(2014). http://www.sciencedirect.com/science/article/pii/S0303243414001135

    [6] Liu L X, Pang Y, Li Z Y et al. Retrieving structural parameters of individual tree through terrestrial laser scanning data[J]. Journal of Remote Sensing, 18, 365-377(2014).

    [7] Moradi A, Satari M, Momeni M. Individual tree of urban forest extraction from very high density LIDAR data[J]. International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 41, 337-343(2016). http://adsabs.harvard.edu/abs/2016ISPAr49B3..337M

    [8] Liu Q W, Li Z Y, Chen E X et al. Extracting height and crown of individual tree using airborne LIDAR data[J]. Journal of Beijing Forestry University, 30, 83-89(2008).

    [9] Li Q, Cheng X J, Tian R et al. Correction and normalization of multi-scan terrestrial three-dimensional laser scanning intensity[J]. Laser & Optoelectronics Progress, 54, 122802(2017).

    [10] Brolly G, Kiraly G, Czimber K. Mapping forest regeneration from terrestrial laser scans[J]. Acta Silvatica & Lignaria Hungarica, 9, 135-146(2013). http://www.degruyter.com/doi/10.2478/aslh-2013-0011

    [11] Brolly G, Kiraly G. Algorithms for stem mapping by means of terrestrial laser scanning[J]. Acta Silvatica & Lignaria Hungarica, 5, 119-130(2009). http://www.cabdirect.org/abstracts/20103015294.html

    [12] Hu S X, Chen C P, Zhang A W. Application of SLAM invehicle-borne mobile mapping system[J]. Chinese Journal of Lasers, 39, 1108012(2012).

    [13] Li L, Li D L, Zhu H H et al. A dual growing method for the automatic extraction of individual trees from mobile laser scanning data[J]. ISPRS Journal of Photogrammetry and Remote Sensing, 120, 37-52(2016). http://www.sciencedirect.com/science/article/pii/S0924271616302246

    [14] Zhang J, Singh S. Low-drift and real-time lidar odometry and mapping[J]. Autonomous Robots, 41, 401-416(2014). http://link.springer.com/10.1007/s10514-016-9548-2

    [15] Zhang Z, Xu H L, Yin H. A fast point cloud registration algorithm based on key point selection[J]. Laser & Optoelectronics Progress, 54, 121002(2017).

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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

    Topics

    laser devices and laser physics
    Lasers and Laser Optics
    Laser physics
    laser manufacturing
    Instrumentation, Measurement and Metrology