When training supervised deep learning models for despeckling SAR images, it is necessary to have a labeled dataset with pairs of images to be able to assess the quality of the filtering process. These pairs of images must be noisy and ground truth. The noisy images contain the speckle generated during the backscatter of the microwave signal, while the ground truth is generated through multitemporal fusion operations. In this paper, two operations are performed: mean and median.

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[1] Ruben Dario Vasquez-Salazar, Ahmed Alejandro Cardona-Mesa, Juan Andrés Jaramillo-Pineda, Valentina Cortes-Arango, Jean Pierre Díaz-Paz, Carlos Manuel Travieso-González, Luis Gómez, "Dataset of dual-pol Sentinel-1 SAR imagery for training despeckling filters", IEEE Dataport, 2024. [Online]. Available: http://dx.doi.org/10.21227/6yfn-2z15. Accessed: Dec. 04, 2024.
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doi = {10.21227/6yfn-2z15},
url = {http://dx.doi.org/10.21227/6yfn-2z15},
author = {Ruben Dario Vasquez-Salazar; Ahmed Alejandro Cardona-Mesa; Juan Andrés Jaramillo-Pineda; Valentina Cortes-Arango; Jean Pierre Díaz-Paz; Carlos Manuel Travieso-González; Luis Gómez },
publisher = {IEEE Dataport},
title = {Dataset of dual-pol Sentinel-1 SAR imagery for training despeckling filters},
year = {2024} }
TY - DATA
T1 - Dataset of dual-pol Sentinel-1 SAR imagery for training despeckling filters
AU - Ruben Dario Vasquez-Salazar; Ahmed Alejandro Cardona-Mesa; Juan Andrés Jaramillo-Pineda; Valentina Cortes-Arango; Jean Pierre Díaz-Paz; Carlos Manuel Travieso-González; Luis Gómez
PY - 2024
PB - IEEE Dataport
UR - 10.21227/6yfn-2z15
ER -
Ruben Dario Vasquez-Salazar, Ahmed Alejandro Cardona-Mesa, Juan Andrés Jaramillo-Pineda, Valentina Cortes-Arango, Jean Pierre Díaz-Paz, Carlos Manuel Travieso-González, Luis Gómez. (2024). Dataset of dual-pol Sentinel-1 SAR imagery for training despeckling filters. IEEE Dataport. http://dx.doi.org/10.21227/6yfn-2z15
Ruben Dario Vasquez-Salazar, Ahmed Alejandro Cardona-Mesa, Juan Andrés Jaramillo-Pineda, Valentina Cortes-Arango, Jean Pierre Díaz-Paz, Carlos Manuel Travieso-González, Luis Gómez, 2024. Dataset of dual-pol Sentinel-1 SAR imagery for training despeckling filters. Available at: http://dx.doi.org/10.21227/6yfn-2z15.
Ruben Dario Vasquez-Salazar, Ahmed Alejandro Cardona-Mesa, Juan Andrés Jaramillo-Pineda, Valentina Cortes-Arango, Jean Pierre Díaz-Paz, Carlos Manuel Travieso-González, Luis Gómez. (2024). "Dataset of dual-pol Sentinel-1 SAR imagery for training despeckling filters." Web.
1. Ruben Dario Vasquez-Salazar, Ahmed Alejandro Cardona-Mesa, Juan Andrés Jaramillo-Pineda, Valentina Cortes-Arango, Jean Pierre Díaz-Paz, Carlos Manuel Travieso-González, Luis Gómez. Dataset of dual-pol Sentinel-1 SAR imagery for training despeckling filters [Internet]. IEEE Dataport; 2024. Available from : http://dx.doi.org/10.21227/6yfn-2z15
Ruben Dario Vasquez-Salazar, Ahmed Alejandro Cardona-Mesa, Juan Andrés Jaramillo-Pineda, Valentina Cortes-Arango, Jean Pierre Díaz-Paz, Carlos Manuel Travieso-González, Luis Gómez. "Dataset of dual-pol Sentinel-1 SAR imagery for training despeckling filters." doi: 10.21227/6yfn-2z15