Airborne LiDAR point cloud classification using PointNet++ network with full neighborhood features.

Compared with other point clouds, the airborne LiDAR point cloud has its own characteristics. The deep learning network PointNet++ ignores the inherent properties of airborne LiDAR point, and the classification precision is low. Therefore, we propose a framework based on the PointNet++ network. In t...

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Bibliographic Details
Main Authors: Xingzhong Nong, Wenfeng Bai, Guanlan Liu
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2023-01-01
Series:PLoS ONE
Online Access:https://doi.org/10.1371/journal.pone.0280346