APPLIED LASER, Volume. 43, Issue 1, 76(2023)

A Method for Trunk Segmentation of Street Trees Based on Point Cloud Normal Vector

Cao Yi1、*, Wang Jian1, Chang Qingfa2, and Wang Xiaogai1
Author Affiliations
  • 1[in Chinese]
  • 2[in Chinese]
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    References(15)

    [5] [5] WANG D, HOLLAUS M, PUTTONEN E, et al. Fast and robust stem reconstruction in complex environments using terrestrial laser scanning[J]. ISPRS-International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 2016, XLI-B3: 411-417.

    [6] [6] LIANG X L, LITKEY P, HYYPPA J, et al. Automatic stem mapping using single-scan terrestrial laser scanning[J]. IEEE Transactions on Geoscience and Remote Sensing, 2012, 50(2): 661-670.

    [7] [7] YUN T, JIANG K, LI G C et al. Individual tree crown segmentation from airborne LiDAR data using a novel Gaussian filter and energy function minimization-based approach[J]. Remote Sensing of Environment, 2021, 256: 112307.

    [8] [8] KHOSRAVIPOUR A, SKIDMORE A K, ISENBURG M, et al. Generating pit-free canopy height models from airborne lidar[J]. Photogrammetric Engineering & Remote Sensing, 2014, 80(9): 863-872.

    [9] [9] YAN W Q, GUAN H Y, CAO L, et al. A self-adaptive mean shift tree-segmentation method using UAV LiDAR data[J]. Remote Sensing, 2020, 12(3): 515.

    [10] [10] LI W K, GUO Q H, JAKUBOWSKI M K, et al. A new method for segmenting individual trees from the lidar point cloud[J]. Photogrammetric Engineering & Remote Sensing, 2012, 78(1): 75-84.

    [12] [12] HU C H, PAN S J, ZHANG H Q, et al. Trunk model establishment and parameter estimation for a single tree using multistation terrestrial laser scanning[J]. IEEE Access, 8: 102263-102277.

    [13] [13] NEUVILLE R, BATES J S, JONARD F. Estimating forest structure from UAV-mounted LiDAR point cloud using machine learning[J]. Remote Sensing, 2021, 13(3): 352.

    [14] [14] XU S, SUN X Y, YUN J Y, et al. A new clustering-based framework to the stem estimation and growth fitting of street trees from mobile laser scanning data[J]. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 13: 3240-3250.

    [16] [16] ALVITES C, SANTOPUOLI G, HOLLAUS M, et al. Terrestrial laser scanning for quantifying timber assortments from standing trees in a mixed and multi-layered Mediterranean forest[J]. Remote Sensing, 2021, 13(21): 4265.

    [17] [17] MAJEED Y, ZHANG J, ZHANG X, et al. Apple tree trunk and branch segmentation for automatic trellis training using convolutional neural network based semantic segmentation[J]. IFAC-PapersOnLine, 2018, 51(17): 75-80.

    [18] [18] XIA S B, WANG C, PAN F F, et al. Detecting stems in dense and homogeneous forest using single-scan TLS[J]. Forests, 2015, 6(12): 3923-3945.

    [19] [19] HETTI ARACHCHIGE N. Automatic tree stem detection-A geometric feature based approach for MLS point clouds[J]. ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 2013, II-5/W2: 109-114.

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    Cao Yi, Wang Jian, Chang Qingfa, Wang Xiaogai. A Method for Trunk Segmentation of Street Trees Based on Point Cloud Normal Vector[J]. APPLIED LASER, 2023, 43(1): 76

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    Paper Information

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    Received: Jun. 29, 2022

    Accepted: --

    Published Online: Mar. 30, 2023

    The Author Email: Yi Cao (titan_c1@163.com)

    DOI:10.14128/j.cnki.al.20234301.076

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