Comparative Analysis of Despeckling Filters Based on Generative Artificial Intelligence Trained with Actual Synthetic Aperture Radar Imagery
The speckle is a granular undesired pattern present in Synthetic-Aperture Radar (SAR) imagery. Despeckling has been an active field of research during the last decades, with approaches from local filters to non-local filters that calculate the new value of a pixel according to characteristics of oth...
| Published in: | Remote Sensing |
|---|---|
| Main Authors: | Ahmed Alejandro Cardona-Mesa, Rubén Darío Vásquez-Salazar, Carlos M. Travieso-González, Luis Gómez |
| Format: | Article |
| Language: | English |
| Published: |
MDPI AG
2025-02-01
|
| Subjects: | |
| Online Access: | https://www.mdpi.com/2072-4292/17/5/828 |
Similar Items
Self-Supervised Despeckling Algorithm with an Enhanced U-Net for Synthetic Aperture Radar Images
by: Gang Zhang, et al.
Published: (2021-10-01)
by: Gang Zhang, et al.
Published: (2021-10-01)
Synthetic Aperture Radar Image Despeckling Based on Multi-Weighted Sparse Coding
by: Shujun Liu, et al.
Published: (2022-01-01)
by: Shujun Liu, et al.
Published: (2022-01-01)
Enhanced Change Detection Performance Based on Deep Despeckling of Synthetic Aperture Radar Images
by: Mohamed Ihmeida, et al.
Published: (2023-01-01)
by: Mohamed Ihmeida, et al.
Published: (2023-01-01)
SAR image despeckling with a multilayer perceptron neural network
by: Xiao Tang, et al.
Published: (2019-03-01)
by: Xiao Tang, et al.
Published: (2019-03-01)
Optimization of Autoencoders for Speckle Reduction in SAR Imagery Through Variance Analysis and Quantitative Evaluation
by: Ahmed Alejandro Cardona-Mesa, et al.
Published: (2025-01-01)
by: Ahmed Alejandro Cardona-Mesa, et al.
Published: (2025-01-01)
Labeled dataset for training despeckling filters for SAR imagery
by: Rubén Darío Vásquez-Salazar, et al.
Published: (2024-04-01)
by: Rubén Darío Vásquez-Salazar, et al.
Published: (2024-04-01)
A New Objective Evaluation Index for Despeckled SAR Images
by: H. Markarian, et al.
Published: (2018-12-01)
by: H. Markarian, et al.
Published: (2018-12-01)
On Anisotropic Variational Model for SAR Image Despeckling
by: Natalya Ivanchuk, et al.
Published: (2025-04-01)
by: Natalya Ivanchuk, et al.
Published: (2025-04-01)
Speckle-Driven Unsupervised Despeckling for SAR Images
by: Fuyu Bo, et al.
Published: (2025-01-01)
by: Fuyu Bo, et al.
Published: (2025-01-01)
Non-Local SAR Image Despeckling Based on Sparse Representation
by: Houye Yang, et al.
Published: (2023-09-01)
by: Houye Yang, et al.
Published: (2023-09-01)
Efficient Conditional Diffusion Model for SAR Despeckling
by: Zhenyu Guo, et al.
Published: (2025-08-01)
by: Zhenyu Guo, et al.
Published: (2025-08-01)
On Denoising Diffusion Probabilistic Models for Synthetic Aperture Radar Despeckling
by: Alec Paul, et al.
Published: (2025-03-01)
by: Alec Paul, et al.
Published: (2025-03-01)
A Novel SAR Image Despeckling Method Based on Local Filter With Nonlocal Preprocessing
by: Chao Wang, et al.
Published: (2023-01-01)
by: Chao Wang, et al.
Published: (2023-01-01)
Analysis of Despeckling Filters Using Ratio Images and Divergence Measurement
by: Luis Gómez, et al.
Published: (2024-08-01)
by: Luis Gómez, et al.
Published: (2024-08-01)
Unsupervised SAR Despeckling by Combining Online Speckle Generation and Unpaired Training
by: Can Wang, et al.
Published: (2023-01-01)
by: Can Wang, et al.
Published: (2023-01-01)
A Collaborative Despeckling Method for SAR Images Based on Texture Classification
by: Gongtang Wang, et al.
Published: (2022-03-01)
by: Gongtang Wang, et al.
Published: (2022-03-01)
Learning an SAR Image Despeckling Model Via Weighted Sparse Representation
by: Junchao Zhang, et al.
Published: (2021-01-01)
by: Junchao Zhang, et al.
Published: (2021-01-01)
Despeckling of SAR Images Using Residual Twin CNN and Multi-Resolution Attention Mechanism
by: Blaž Pongrac, et al.
Published: (2023-07-01)
by: Blaž Pongrac, et al.
Published: (2023-07-01)
Fast Patchwise Nonlocal SAR Image Despeckling Using Joint Intensity and Structure Measures
by: Dongxing Liang, et al.
Published: (2022-01-01)
by: Dongxing Liang, et al.
Published: (2022-01-01)
A SAR Image-Despeckling Method Based on HOSVD Using Tensor Patches
by: Jing Fang, et al.
Published: (2023-06-01)
by: Jing Fang, et al.
Published: (2023-06-01)
Guest Editorial: Synthetic aperture in sonar and radar
by: Marco Martorella, et al.
Published: (2024-11-01)
by: Marco Martorella, et al.
Published: (2024-11-01)
SAR-ASGOUT: Adversarial Speckle Generation and Offline Unpaired Training for Unsupervised SAR Despeckling
by: Xu Wang, et al.
Published: (2025-01-01)
by: Xu Wang, et al.
Published: (2025-01-01)
ACGNet: An Alternating Conjugate Gradient Optimization-Based Neural Network for SAR Image Despeckling
by: Xin Mao, et al.
Published: (2025-01-01)
by: Xin Mao, et al.
Published: (2025-01-01)
Synthetic aperture radar image despeckling using convolutional neural networks in wavelet domain
by: Jing Liu, et al.
Published: (2023-07-01)
by: Jing Liu, et al.
Published: (2023-07-01)
A Methodology for the Multitemporal Analysis of Land Cover Changes and Urban Expansion Using Synthetic Aperture Radar (SAR) Imagery: A Case Study of the Aburrá Valley in Colombia
by: Ahmed Alejandro Cardona-Mesa, et al.
Published: (2025-02-01)
by: Ahmed Alejandro Cardona-Mesa, et al.
Published: (2025-02-01)
GCOANet: A gradient consistency constraints semi-supervised network for optical image-assisted SAR despeckling
by: Yang Yang, et al.
Published: (2025-08-01)
by: Yang Yang, et al.
Published: (2025-08-01)
Review of speckle on high resolution synthetic aperture radar imagery
by: XU Zhihuo; LI Hengchao
Published: (2022-12-01)
by: XU Zhihuo; LI Hengchao
Published: (2022-12-01)
Detection of Coastal Erosion and Progradation in the Colombian ‘Atrato River’ Delta by Using Sentinel-1 Synthetic Aperture Radar Data
by: Rubén Darío Vásquez-Salazar, et al.
Published: (2024-01-01)
by: Rubén Darío Vásquez-Salazar, et al.
Published: (2024-01-01)
Remote sensing of the Earth by synthetic aperture radar
by: A.N. Leukhin, et al.
Published: (2018-03-01)
by: A.N. Leukhin, et al.
Published: (2018-03-01)
Broad observation area and high resolution using identifier for synthetic aperture radars
by: Takayoshi Furuno
Published: (2024-08-01)
by: Takayoshi Furuno
Published: (2024-08-01)
CHARACTERISTICS OF AIRBORNE INTERFEROMETRIC SYNTHETIC APERTURE RADAR WITH SECTOR SCAN
by: E. E. Nechayev, et al.
Published: (2017-09-01)
by: E. E. Nechayev, et al.
Published: (2017-09-01)
Optimal radar cross section estimation in synthetic aperture radar with planar antenna array
by: Valeriy Volosyuk, et al.
Published: (2021-02-01)
by: Valeriy Volosyuk, et al.
Published: (2021-02-01)
Azimuth apodization for autoregressive synthetic‐aperture radar imaging
by: Guo Zhang, et al.
Published: (2021-11-01)
by: Guo Zhang, et al.
Published: (2021-11-01)
Speckle filtering of Synthetic Aperture Radar images using filters with object-size-adapted windows
by: Sahel Mahdavi, et al.
Published: (2018-07-01)
by: Sahel Mahdavi, et al.
Published: (2018-07-01)
Distinguishing Mineral Oil Slicks From Low-Wind Areas Using Rapid-Repeat Synthetic Aperture Radar Imagery
by: Cornelius Patrick Quigley, et al.
Published: (2024-01-01)
by: Cornelius Patrick Quigley, et al.
Published: (2024-01-01)
Robust SAR Image Despeckling by Deep Learning From Near-Real Datasets
by: Jianjun Guan, et al.
Published: (2024-01-01)
by: Jianjun Guan, et al.
Published: (2024-01-01)
Dual-Modal Approach for Ship Detection: Fusing Synthetic Aperture Radar and Optical Satellite Imagery
by: Mahmoud Ahmed, et al.
Published: (2025-01-01)
by: Mahmoud Ahmed, et al.
Published: (2025-01-01)
Phaseless Multistatic Synthetic Aperture Radar Imaging
by: Bariscan Yonel, et al.
Published: (2024-01-01)
by: Bariscan Yonel, et al.
Published: (2024-01-01)
Design of an antenna array for a LFM-CW synthetic aperture radar prototype
by: Alfonso José Zozaya, et al.
Published: (2020-01-01)
by: Alfonso José Zozaya, et al.
Published: (2020-01-01)
SARrawSim: Synthetic Aperture Radar Raw Data Simulator
by: Alfonso José Zozaya Sahad
Published: (2025-02-01)
by: Alfonso José Zozaya Sahad
Published: (2025-02-01)
Similar Items
-
Self-Supervised Despeckling Algorithm with an Enhanced U-Net for Synthetic Aperture Radar Images
by: Gang Zhang, et al.
Published: (2021-10-01) -
Synthetic Aperture Radar Image Despeckling Based on Multi-Weighted Sparse Coding
by: Shujun Liu, et al.
Published: (2022-01-01) -
Enhanced Change Detection Performance Based on Deep Despeckling of Synthetic Aperture Radar Images
by: Mohamed Ihmeida, et al.
Published: (2023-01-01) -
SAR image despeckling with a multilayer perceptron neural network
by: Xiao Tang, et al.
Published: (2019-03-01) -
Optimization of Autoencoders for Speckle Reduction in SAR Imagery Through Variance Analysis and Quantitative Evaluation
by: Ahmed Alejandro Cardona-Mesa, et al.
Published: (2025-01-01)
