Nonlocal CNN SAR Image Despeckling

We propose a new method for SAR image despeckling, which performs nonlocal filtering with a deep learning engine. Nonlocal filtering has proven very effective for SAR despeckling. The key idea is to exploit image self-similarities to estimate the hidden signal. In its simplest form, pixel-wise nonlo...

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Bibliographic Details
Main Authors: Davide Cozzolino, Luisa Verdoliva, Giuseppe Scarpa, Giovanni Poggi
Format: Article
Language:English
Published: MDPI AG 2020-03-01
Series:Remote Sensing
Subjects:
Online Access:https://www.mdpi.com/2072-4292/12/6/1006