DC-WCNN: A Deep Cascade Of Wavelet based Convolutional Neural Networks For MR Image Reconstruction (ISBI 2020)
- PyTorch
- TensorboardX
- OpenCV
- numpy
- tqdm
An exhaustive list of packages used could be found in the requirements.txt file. Install the same using the following command:
conda create --name <env> --file requirements.txtsh train_kirby.shsh valid_kirby.shsh evaluate_kirby.shsh report_collect_kirby.shIf you use the DC-WCNN in your research, please consider citing:
@article{sriprabha-dc-wcnn-2020,
title={DC-WCNN: A Deep Cascade Of Wavelet based Convolutional Neural Networks For MR Image Reconstruction},
author={Sriprabha Ramanarayanan, Balamurali Murugesan, Keerthi Ram and Mohanasankar Sivaprakasam},
journal={ArXiv},
year={2020},
volume={abs/2001.02397}
}