Comparison of convolutional neural networks for cloudy optical images reconstruction from single or multitemporal joint SAR and optical images

1 code implementation • 1 Apr 2022 • Rémi Cresson, Nicolas Narçon, Raffaele Gaetano, Aurore Dupuis, Yannick Tanguy, Stéphane May, Benjamin Commandre

With the increasing availability of optical and synthetic aperture radar (SAR) images thanks to the Sentinel constellation, and the explosion of deep learning, new methods have emerged in recent years to tackle the reconstruction of optical images that are impacted by clouds.

Image Reconstruction

A framework for remote sensing images processing using deep learning technique

1 code implementation • 17 Jul 2018 • Rémi Cresson

Deep learning techniques are becoming increasingly important to solve a number of image processing tasks.