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...

Descrición completa

Detalles Bibliográficos

Principais autores:	Blaž Pongrac, Dušan Gleich
Formato:	Artigo
Idioma:	Inglês
Publicado:	MDPI AG 2023-07-01
Series:	Remote Sensing
Assuntos:	synthetic aperture radar speckle speckle suppression despeckling deep learning convolutional neural network
Acceso en liña:	https://www.mdpi.com/2072-4292/15/14/3698
Tags:	Engadir etiqueta Sen Etiquetas, Sexa o primeiro en etiquetar este rexistro!