Derivation of surface models using satellite imagery deep learning architectures with explainable AI

Derivation of surface models using satellite imagery deep learning architectures with explainable AI

Global mapping of urban morphology and human settlement is an area of great interest, with significant scientific and humanitarian value. Current approaches for high-resolution surface modeling using aerial LiDAR are impressive and useful, but it is impractical for application on a global scale. Thi...

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Bibliographic Details
Main Authors: Vivaldi Rinaldi, Francisco Gómez-Vela, Masoud Ghandehari
Format: Article
Language:English
Published: Elsevier 2024-12-01
Series:Results in Engineering
Subjects:
Deep learning
U-Net++
Explainable AI
Satellite imagery prediction
DSM
Online Access:http://www.sciencedirect.com/science/article/pii/S2590123024016888
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