Enhancing Post-Disaster Damage Detection and Recovery Monitoring by Addressing Class Imbalance in Satellite Imagery Using Enhanced Super-Resolution GANs (ESRGAN)

Lagap, Umut; Ghaffarian, Saman

doi:https://doi.org/10.5194/isprs-archives-XLVIII-G-2025-853-2025

Articles | Volume XLVIII-G-2025

https://doi.org/10.5194/isprs-archives-XLVIII-G-2025-853-2025

© Author(s) 2025. This work is distributed under
the Creative Commons Attribution 4.0 License.

https://doi.org/10.5194/isprs-archives-XLVIII-G-2025-853-2025

© Author(s) 2025. This work is distributed under
the Creative Commons Attribution 4.0 License.

Articles | Volume XLVIII-G-2025

29 Jul 2025

| 29 Jul 2025

Enhancing Post-Disaster Damage Detection and Recovery Monitoring by Addressing Class Imbalance in Satellite Imagery Using Enhanced Super-Resolution GANs (ESRGAN)

Umut Lagap and Saman Ghaffarian

Related authors

Predicting Post-Disaster Damage Levels and Generating Post-Disaster Imagery from Pre-Disaster Satellite Images Using Pix2Pix

Umut Lagap and Saman Ghaffarian

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-G-2025, 861–867, https://doi.org/10.5194/isprs-archives-XLVIII-G-2025-861-2025,https://doi.org/10.5194/isprs-archives-XLVIII-G-2025-861-2025, 2025

The International Society for Photogrammetry and Remote Sensing is a non-governmental organization devoted to the development of international cooperation for the advancement of photogrammetry and remote sensing and their applications. The Society operates without any discrimination on grounds of race, religion, nationality, or political philosophy.

Useful Links

Useful External Links

Our Contact

ISPRS
c/o
Leibniz University Hannover
Institute of Photogrammetry and GeoInformation
Nienburger Str. 1
D-30167 Hannover
GERMANY
Email: isprs-sg@isprs.org