grip-unina / SAR-CNN
SAR image despeckling through convolutional neural networks
☆36Updated 4 years ago
Alternatives and similar repositories for SAR-CNN:
Users that are interested in SAR-CNN are comparing it to the libraries listed below
- [IEEE JSTARS] Official PyTorch Implementation of "SAR Image Despeckling Using Continuous Attention Module"☆30Updated last year
- Q. Zhang, Q. Yuan, J. Li, Z. Yang, and X. Ma, "Learning a Dilated Residual Network for SAR Image Despeckling," Remote Sensing, 2018.☆14Updated 4 years ago
- Denoising framework for SAR images (Synthetic Aperture Radar) based on the FFDNet. Final project of MVA course "Remote sensing data: from…☆58Updated 2 years ago
- Despeckling Synthetic Aperture Radar Images using a Deep Residual CNN☆44Updated 5 years ago
- Speckle2Void: Deep Self-Supervised SAR Despeckling with Blind-Spot Convolutional Neural Networks☆56Updated last year
- Nonlocal CNN SAR Image Despeckling☆18Updated 4 years ago
- These are a set of scripts to train a deep learning based SAR image despeckling method.☆23Updated 3 years ago
- ☆42Updated last year
- Guided patch-wise nonlocal SAR despeckling☆12Updated 3 years ago
- Spekle reduction of SAR images in matlab using different custom-made filters: -Mean filter. -Frost filter. -Modified frost filter(added …☆50Updated 2 years ago
- codes for TNNLS paper "Learning Convolutional Sparse Coding on Complex Domain for Interferometric Phase Restoration"☆32Updated 4 years ago
- ☆16Updated 2 years ago
- SIRV-Based High-Resolution PolSAR Image Speckle Suppression via Dual-Domain Filtering☆10Updated 3 years ago
- Matlab code for "Sea ice change detection in SAR images based on convolutional-wavelet neural networks," IEEE GRSL 2019☆55Updated 3 years ago
- ☆12Updated 2 years ago
- An implementation of the paper SAR Image Despeckling Using a Convolutional Neural Network by Puyang Wang,☆13Updated 2 years ago
- ☆51Updated 3 years ago
- A sparse regularisation based method for detecting ship wakes in SAR images of the sea surface☆21Updated 4 years ago
- This repo contains the KERAS implementation of "AGSDNet: Attention and Gradient based SAR Denoising Network"☆13Updated last year
- The physics guided and injected learning NN for SAR image patch-wise classification☆28Updated last year
- Simulation done for TGRS paper: Design of New Wavelet Packets Adapted to High-Resolution SAR Images with an Application to Target Detect…☆13Updated 6 years ago
- Project to compare different despeckling techniques☆11Updated 7 years ago
- Matlab code for paper "Automatic Change Detection in Synthetic Aperture Radar Images Based on PCANet", IEEE GRSL 2016☆34Updated 5 years ago
- Machine Learning for Synthetic Aperture Radar Autofocus☆52Updated last year
- The methodology helps in detecting ships at sea using SAR data and estimating size of the detected ship invariant …☆13Updated 4 years ago
- 🔥🔥 🛰️ Official repository of paper on improved two-parameter CFAR algorithm based on Rayleigh distribution and Mathematical Morphology…☆89Updated 7 months ago
- Generation of Synthetic Aperture Radar (SAR) images using Generative Adversarial Networks (GANs)☆13Updated 3 years ago
- SAR2SAR: a self-supervised despeckling algorithm for SAR images - Notebook implementation usable on Google Colaboratory☆38Updated 3 years ago
- ☆18Updated 3 years ago
- Tensorfolw code for" SAR Image Despeckling by Noisy Reference Based Deep Learning Method". which has been accepted by IEEE Transactions o…☆11Updated 4 years ago