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.
- Clone this repo
git clone https://github.com/Lucklyric/DeepInSAR/
- 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
- Insatll all python dependencies. You can find conda and pip dependencies under each implementations
dependenciesfolder - Run training process using
run.shwith correspodningSIM_DB_ROOT
Implementations of BoxCar, NL-SAR, NL-InSAR can be found at: https://github.com/gbaier/despeckCL