This repository provides the official implementation of the MetaInv-Net.
Haimiao Zhang, Baodong Liu, Hengyong Yu, Bin Dong
MetaInv-Net: Meta Inversion Network for Sparse View CT Image Reconstruction
IEEE Transactions on Medical Imaging, 40(2), 621-634, 2020.
Here is the list of libraries you need to install to execute the code:
- astra-toolbox=1.9.0.dev12=py_3.6_numpy_1.16
- cudnn=7.6.4=cuda9.0_0
- matplotlib=3.1.1=py36h5429711_0
- numpy=1.16.5=py36h7e9f1db_0
- odl=0.7.0=py36_0
- pydicom=1.3.0=py_0
- python=3.6.9=h265db76_0
- scikit-image=0.15.0=py36he6710b0_0
- scipy=1.3.1=py36h7c811a0_0
- pytorch=1.3.1
These packages can be installed via executing the code, i.e.,
conda install python
python main.py@article{zhang2020metainv,
title={MetaInv-Net: Meta Inversion Network for Sparse View CT Image Reconstruction},
author={Zhang, Haimiao and Liu, Baodong and Yu, Hengyong and Dong, Bin},
journal={IEEE Transactions on Medical Imaging},
volume={40},
number={2},
pages={621--634},
year={2020},
publisher={IEEE}
}