Automatic building outline extraction from ALS point cloud data using generative adversarial network

AbstractThe generation of building footprints from laser scanning point clouds or remote sensing images involves three steps: segmentation, outline extraction and boundary regularization/generalization. Currently, existing approaches mainly focus on the first and third steps, while only few studies...

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Bibliographic Details
Main Authors: Gefei Kong, Hongchao Fan, Gabriele Lobaccaro
Format: Article
Language:English
Published: Taylor & Francis Group 2024-02-01
Series:Geocarto International
Subjects:
Online Access:https://www.tandfonline.com/doi/10.1080/10106049.2022.2102246