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A Simple Deep Learning Network for Classification of 3D Mobile LiDAR Point Clouds

Automatic and accurate classification is a fundamental problem to the analysis and modeling of LiDAR (Light Detection and Ranging) data. Recently, convolutional neural network (ConvNet or CNN) has achieved remarkable performance in image recognition and computer vision. While significant efforts hav...

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Hovedforfatter: Yanjun WANG,Shaochun LI,Mengjie WANG,Yunhao LIN
Format: Artigo
Sprog:Inglês
Udgivet: Surveying and Mapping Press 2021-09-01
Serier:Journal of Geodesy and Geoinformation Science
Fag:
|deep learning|convolutional neural network (cnn)|mobile laser scanning (mls)|lidar data classification|point-to-image transformation
Online adgang:http://jggs.sinomaps.com/fileup/2096-5990/PDF/1633742055007-284371074.pdf
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