Despeckling of SAR Images Using Residual Twin CNN and Multi-Resolution Attention Mechanism

Despeckling of SAR Images Using Residual Twin CNN and Multi-Resolution Attention Mechanism

The despeckling of synthetic aperture radar images using two different convolutional neural network architectures is presented in this paper. The first method presents a novel Siamese convolutional neural network with a dilated convolutional network in each branch. Recently, attention mechanisms hav...

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Bibliographic Details
Main Authors: Blaž Pongrac, Dušan Gleich
Format: Article
Language:English
Published: MDPI AG 2023-07-01
Series:Remote Sensing
Subjects:
synthetic aperture radar
speckle
speckle suppression
despeckling
deep learning
convolutional neural network
Online Access:https://www.mdpi.com/2072-4292/15/14/3698

Internet

https://www.mdpi.com/2072-4292/15/14/3698

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