Deep Learning-Based Classification of Large-Scale Airborne LiDAR Point Cloud

Airborne LiDAR data allow the precise modeling of topography and are used in multiple contexts. To facilitate further analysis, the point cloud classification process allows the assignment of a class, object or feature, to each point. This research uses ConvPoint, a deep learning method, to perform...

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Bibliographic Details
Main Authors: Mathieu Turgeon-Pelchat, Samuel Foucher, Yacine Bouroubi
Format: Article
Language:English
Published: Taylor & Francis Group 2021-05-01
Series:Canadian Journal of Remote Sensing
Online Access:http://dx.doi.org/10.1080/07038992.2021.1927687