An modified version of FISTA-Net based on https://github.com/jinxixiang/FISTA-Net
- Install torch-randon (https://github.com/matteo-ronchetti/torch-radon)
- Generate simulated sparse-view CT data: gen_ld_data.py
- Generate training data: make_proj_img_list.py
- Train and Validation: train_fistanet.py
- Test: test_fistanet.py
Please cite the following references:
- TorchRadon: Fast Differentiable Routines for Computed Tomography
- A model-based deep learning network for inverse problem in imaging
- DREAM-Net: Deep Residual Error iterAtive Minimization Network for Sparse-View CT Reconstruction