DEM Extraction from ALS Point Clouds in Forest Areas via Graph Convolution Network

It is difficult to extract a digital elevation model (DEM) from an airborne laser scanning (ALS) point cloud in a forest area because of the irregular and uneven distribution of ground and vegetation points. Machine learning, especially deep learning methods, has shown powerful feature extraction in...

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Bibliographic Details
Main Authors: Jinming Zhang, Xiangyun Hu, Hengming Dai, ShenRun Qu
Format: Article
Language:English
Published: MDPI AG 2020-01-01
Series:Remote Sensing
Subjects:
als
Online Access:https://www.mdpi.com/2072-4292/12/1/178