Synthetic aperture radar image despeckling using convolutional neural networks in wavelet domain

Abstract It is difficult for a convolutional neural network (CNN) to capture the detailed features of synthetic aperture radar (SAR) images when increasing the network depth. To capture sufficient information for reconstructing image details, the authors propose a multidirectional and multiscale con...

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Bibliographic Details
Main Authors: Jing Liu, Runchuan Liu
Format: Article
Language:English
Published: Wiley 2023-07-01
Series:IET Image Processing
Subjects:
Online Access:https://doi.org/10.1049/ipr2.12730