SAR image despeckling through convolutional neural networks

SAR image despeckling through convolutional neural networks

2 April 2017

Giovanni Chierchia

Papers citing "SAR image despeckling through convolutional neural networks"

19 / 19 papers shown

Title
Bayesian Despeckling of Structured Sources Ali Zafari Shirin Jalali 47 0 0 21 Jan 2025
Linear Attention Based Deep Nonlocal Means Filtering for Multiplicative Noise Removal Xiao Siyao Huang Libing Zhang Shunsheng 49 0 0 06 Jul 2024
Transformer-based SAR Image Despeckling Malsha V. Perera W. G. C. Bandara Jeya Maria Jose Valanarasu Vishal M. Patel 105 39 0 23 Jan 2022
As if by magic: self-supervised training of deep despeckling networks with MERLIN Emanuele Dalsasso L. Denis F. Tupin 18 64 0 25 Oct 2021
Homography augumented momentum constrastive learning for SAR image retrieval Seonho Park M. Rysz Kathleen M. Dipple P. Pardalos 28 1 0 21 Sep 2021
NeighCNN: A CNN based SAR Speckle Reduction using Feature preserving Loss Function Praveen Ravirathinam Darshan R Agrawal J. J. Ranjani 20 3 0 26 Aug 2021
A speckle filter for Sentinel-1 SAR Ground Range Detected data based on Residual Convolutional Neural Networks A. Sebastianelli M. P. D. Rosso Silvia Liberata Ullo Paolo Gamba 30 14 0 19 Apr 2021
Exploiting multi-temporal information for improved speckle reduction of Sentinel-1 SAR images by deep learning Emanuele Dalsasso Inès Meraoumia L. Denis F. Tupin 24 4 0 01 Feb 2021
A Comprehensive Survey of Machine Learning Applied to Radar Signal Processing Ping Lang Xiongjun Fu M. Martorella Jian Dong Rui Qin Xianpeng Meng M. Xie 26 39 0 29 Sep 2020
SAR2SAR: a semi-supervised despeckling algorithm for SAR images Emanuele Dalsasso L. Denis F. Tupin 16 28 0 26 Jun 2020
Deep Learning Meets SAR Xiaoxiang Zhu S. Montazeri Mohsin Ali Yuansheng Hua Yuanyuan Wang Lichao Mou Yilei Shi Feng Xu R. Bamler 36 219 0 17 Jun 2020
Multi-Objective CNN Based Algorithm for SAR Despeckling S. Vitale G. Ferraioli V. Pascazio 23 79 0 16 Jun 2020
Edge Preserving CNN SAR Despeckling Algorithm S. Vitale G. Ferraioli V. Pascazio 22 9 0 14 Jan 2020
A Novel Cost Function for Despeckling using Convolutional Neural Networks G. Ferraioli V. Pascazio S. Vitale 14 13 0 11 Jun 2019
Guided patch-wise nonlocal SAR despeckling S. Vitale D. Cozzolino G. Scarpa L. Verdoliva Giovanni Poggi 19 32 0 28 Nov 2018
Dialectical GAN for SAR Image Translation: From Sentinel-1 to TerraSAR-X Dongyang Ao C. Dumitru G. Schwarz Mihai Datcu GAN 20 42 0 20 Jul 2018
Generating High Quality Visible Images from SAR Images Using CNNs Puyang Wang Vishal M. Patel GAN 27 62 0 27 Feb 2018
SAR Image Despeckling Using a Convolutional Neural Network Puyang Wang He Zhang Vishal M. Patel 21 318 0 02 Jun 2017
MatConvNet - Convolutional Neural Networks for MATLAB Andrea Vedaldi Karel Lenc 189 2,946 0 15 Dec 2014