MathieuRita / SAR_denoising
Denoising framework for SAR images (Synthetic Aperture Radar) based on the FFDNet. Final project of MVA course "Remote sensing data: from sensor to large-scale geospatial data exploitation"
☆60Updated 2 years ago
Alternatives and similar repositories for SAR_denoising:
Users that are interested in SAR_denoising are comparing it to the libraries listed below
- [IEEE JSTARS] Official PyTorch Implementation of "SAR Image Despeckling Using Continuous Attention Module"☆30Updated last year
- SAR image despeckling through convolutional neural networks☆37Updated 4 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
- ☆53Updated 3 years ago
- Despeckling Synthetic Aperture Radar Images using a Deep Residual CNN☆46Updated 5 years ago
- SAR2SAR: a self-supervised despeckling algorithm for SAR images - Notebook implementation usable on Google Colaboratory☆38Updated 3 years ago
- ☆42Updated last year
- ☆16Updated 2 years ago
- Q. Zhang, Q. Yuan, J. Li, Z. Yang, and X. Ma, "Learning a Dilated Residual Network for SAR Image Despeckling," Remote Sensing, 2018.☆15Updated 4 years ago
- These are a set of scripts to train a deep learning based SAR image despeckling method.☆23Updated 3 years ago
- Spekle reduction of SAR images in matlab using different custom-made filters: -Mean filter. -Frost filter. -Modified frost filter(added …☆51Updated 2 years ago
- SAR Image Despeckling Using a Convolutional Neural Network☆22Updated 7 years ago
- Generation of Synthetic Aperture Radar (SAR) images using Generative Adversarial Networks (GANs)☆13Updated 3 years ago
- A simple deeplearning model for translating SAR images to optical images.☆34Updated 4 years ago
- This repo contains the KERAS implementation of "AGSDNet: Attention and Gradient based SAR Denoising Network"☆13Updated last year
- Guided patch-wise nonlocal SAR despeckling☆13Updated 3 years ago
- Matlab code for "Sea ice change detection in SAR images based on convolutional-wavelet neural networks," IEEE GRSL 2019☆54Updated 3 years ago
- Graduate product in SJTU. Implemented the program to detect target ship in SAR images☆27Updated 7 years ago
- ☆17Updated 3 years ago
- Optical and SAR pairing dataset☆117Updated 3 years ago
- Target Recognition in SAR images through various ML and DL algorithms.☆22Updated 3 years ago
- ☆18Updated 3 years ago
- Project to compare different despeckling techniques☆11Updated 7 years ago
- SIRV-Based High-Resolution PolSAR Image Speckle Suppression via Dual-Domain Filtering☆10Updated 3 years ago
- The methodology helps in detecting ships at sea using SAR data and estimating size of the detected ship invariant …☆13Updated 5 years ago
- High resolution SAR image vehicle detection dataset collected from Sandia MiniSAR/FARAD SAR images and MSTAR images☆51Updated 5 years ago
- SAR Ship Detection Dataset (SSDD): Official Release and Comprehensive Data Analysis☆58Updated 2 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
- codes for TNNLS paper "Learning Convolutional Sparse Coding on Complex Domain for Interferometric Phase Restoration"☆32Updated 5 years ago