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...

Descrizione completa

Dettagli Bibliografici

Autori principali:	Blaž Pongrac, Dušan Gleich
Natura:	Artigo
Lingua:	Inglês
Pubblicazione:	MDPI AG 2023-07-01
Serie:	Remote Sensing
Soggetti:	synthetic aperture radar speckle speckle suppression despeckling deep learning convolutional neural network
Accesso online:	https://www.mdpi.com/2072-4292/15/14/3698
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!