Chinese Journal of Lasers, Volume. 46, Issue 5, 0510002(2019)

Effective Feature Extraction and Identification Method Based on Tree Laser Point Cloud

Xiaoyi Lu1, Ting Yun1,2, Lianfeng Xue1、*, Qiangfa Xu1, and Lin Cao2
Author Affiliations
  • 1College of Information Science and Technology, Nanjing Forestory University, Nanjing, Jiangsu 210037, China
  • 2Co-Innovation Center for Sustainable Forestry in Southern China, Nanjing Forestry University, Nanjing, Jiangsu 210037, China
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    References(21)

    [1] Shi Y F, Skidmore A K, Wang T J et al. Tree species classification using plant functional traits from LiDAR and hyperspectral data[J]. International Journal of Applied Earth Observation and Geoinformation, 73, 207-219(2018).

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    [13] Pinacho-Pinacho C D, García-Varela M, Sereno-Uribe A L et al. . A hyper-diverse genus of Acanthocephalans revealed by tree-based and non-tree-based species delimitation methods: ten cryptic species of Neoechinorhynchus in Middle American freshwater fishes[J]. Molecular Phylogenetics and Evolution, 127, 30-45(2018).

    [15] do Amaral C H et al. . Characterization of indicator tree species in neotropical environments and implications for geological mapping[J]. Remote Sensing of Environment, 216, 385-400(2018).

    [17] Piiroinen R, Fassnacht F E, Heiskanen J et al. Invasive tree species detection in the Eastern Arc Mountains biodiversity hotspot using one class classification[J]. Remote Sensing of Environment, 218, 119-131(2018).

    [18] Heinzel J, Koch B. Corrigendum to “investigating multiple data sources for tree species classification in temperate forest and use for single tree delineation”[J]. International Journal of Applied Earth Observation and Geoinformation, 21, 101-110(2013).

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    Xiaoyi Lu, Ting Yun, Lianfeng Xue, Qiangfa Xu, Lin Cao. Effective Feature Extraction and Identification Method Based on Tree Laser Point Cloud[J]. Chinese Journal of Lasers, 2019, 46(5): 0510002

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    Paper Information

    Category: remote sensing and sensor

    Received: Dec. 4, 2018

    Accepted: Feb. 18, 2019

    Published Online: Nov. 11, 2019

    The Author Email: Xue Lianfeng (xuelianfeng@njfu.edu.cn)

    DOI:10.3788/CJL201946.0510002

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