DeepInSAR

The code for our proposed DeepInSAR: A Deep Learning Framework for SAR Interferometric Phase Restoration and Coherence Estimation

It includes both Tensorflow and PyTorch implementaions.

Usage

1. Clone this repo

git clone https://github.com/Lucklyric/DeepInSAR/

2. Clone our InSAR-Simualtor (DeepInSAR branch). Welcome to try our other verions with new features.

git clone https://github.com/Lucklyric/InSAR-Simulator
git checkout DeepInSAR-v1

3. Insatll all python dependencies. You can find conda and pip dependencies under each implementations dependencies folder
4. Run training process using run.sh with correspodning SIM_DB_ROOT

Architecture

Extra

Implementations of BoxCar, NL-SAR, NL-InSAR can be found at: https://github.com/gbaier/despeckCL