Tree Species Classification of Backpack Laser Scanning Data Using the PointNet++ Point Cloud Deep Learning Method

Tree Species Classification of Backpack Laser Scanning Data Using the PointNet++ Point Cloud Deep Learning Method

To investigate forest resources, it is necessary to identify the tree species. However, it is a challenge to identify tree species using 3D point clouds of trees collected by light detection and ranging (LiDAR). PointNet++, a point cloud deep learning network, can effectively classify 3D objects. It...

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Bibliographic Details
Main Authors: Bingjie Liu, Shuxin Chen, Huaguo Huang, Xin Tian
Format: Article
Language:English
Published: MDPI AG 2022-08-01
Series:Remote Sensing
Subjects:
tree species
classification
deep learning
point cloud
backpack laser scanning (BLS)
Online Access:https://www.mdpi.com/2072-4292/14/15/3809

Internet

https://www.mdpi.com/2072-4292/14/15/3809

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