Generative adversarial networks with texture recovery and physical constraints for remote sensing image dehazing

Generative adversarial networks with texture recovery and physical constraints for remote sensing image dehazing

Abstract The scattering of tiny particles in the atmosphere causes a haze effect on remote sensing images captured by satellites and similar devices, significantly disrupting subsequent image recognition and classification. A generative adversarial network named TRPC-GAN with texture recovery and ph...

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Bibliographic Details
Main Authors: Yanfei Jia, Wenshuo Yu, Liquan Zhao
Format: Article
Language:English
Published: Nature Portfolio 2024-12-01
Series:Scientific Reports
Subjects:
Remote sensing
Deep learning
Generative adversarial networks
Texture recovery and physical constraints
Online Access:https://doi.org/10.1038/s41598-024-83088-x

Internet

https://doi.org/10.1038/s41598-024-83088-x

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