Contribution of Geometric Feature Analysis for Deep Learning Classification Algorithms of Urban LiDAR Data

Contribution of Geometric Feature Analysis for Deep Learning Classification Algorithms of Urban LiDAR Data

The use of a Machine Learning (ML) classification algorithm to classify airborne urban Light Detection And Ranging (LiDAR) point clouds into main classes such as buildings, terrain, and vegetation has been widely accepted. This paper assesses two strategies to enhance the effectiveness of the Deep L...

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Bibliographic Details
Main Authors: Fayez Tarsha Kurdi, Wijdan Amakhchan, Zahra Gharineiat, Hakim Boulaassal, Omar El Kharki
Format: Article
Language:English
Published: MDPI AG 2023-08-01
Series:Sensors
Subjects:
LiDAR
point cloud
classification
buildings
vegetation
terrain
Online Access:https://www.mdpi.com/1424-8220/23/17/7360

Internet

https://www.mdpi.com/1424-8220/23/17/7360

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