SLR-Net

Code for our work: "Deep Low-rank Prior in Dynamic MR Imaging"

If you use this code, please refer to:

@article{ziwen2020deep,
    author = {Ziwen Ke, Wenqi Huang, Jing Cheng, Zhuoxu Cui, Sen Jia, Haifeng Wang, Xin Liu, Hairong Zheng, Leslie Ying, Yanjie Zhu, Dong Liang},
    title = {Deep Low-rank Prior in Dynamic MR Imaging},
    journal = {arXiv},
    num = {2006.12090},
}

Requirements

This framework requires Python 3.6 and the tensorflow repository, the main dependencies are as follows:

• TensorFlow >= 2.2
• python 3.6
• scipy >= 1.2.1
• h5py >= 2.9.0
• scikit-image >= 0.15.0