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Generative adversarial networks with texture recovery and physical constraints for remote sensing im...

Generative adversarial networks with texture recovery and physical constraints for remote sensing im...

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_c25d01659ead41debc45a9eb465df0e0

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

About this item

Full title

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

Publisher

London: Nature Publishing Group UK

Journal title

Scientific reports, 2024-12, Vol.14 (1), p.31426-16, Article 31426

Language

English

Formats

Publication information

Publisher

London: Nature Publishing Group UK

More information

Scope and Contents

Contents

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 physical constraints is proposed to mitigate this impact. Thi...

Alternative Titles

Full title

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

Authors, Artists and Contributors

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_doaj_primary_oai_doaj_org_article_c25d01659ead41debc45a9eb465df0e0

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_c25d01659ead41debc45a9eb465df0e0

Other Identifiers

ISSN

2045-2322

E-ISSN

2045-2322

DOI

10.1038/s41598-024-83088-x

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