The mdgf-net-plus from mdcnn

mdgf-net-plus's Introduction

A Wavelet-Domain Consistency-Constrained Compressive Sensing Framework Based on Memory-Boosted Guidance Filtering

The new version (With a non-negative constraint on regularization parameters) of our codes are publicly released, which can be download from GoogleDrive and FeiShu and BaiduYun.

The pre-trained models of the new version can be download from BaiduYun.

The old version (Without a non-negative constraint on regularization parameters) of our codes are publicly released, which can be download from GoogleDrive and FeiShu and BaiduYun.

The pre-trained models of the old version can be download from BaiduYun.

The training dataset can be download from BaiduYun.

*****Our codes are benefited from the project of OPINE-Net. Thank the authors of OPINE-Net for sharing their codes.

Citation

If you find our work useful for your research, please cite us:

@article{wang2024MDGF-Net,
  title={A Wavelet-Domain Consistency-Constrained Compressive Sensing Framework Based on Memory-Boosted Guidance Filtering},
  author={Xinlu Wang, Lijun Zhao*, Jinjing Zhang, Anhong Wang, Huihui Bai},
  journal={IEEE Transactions on Instrumentation and Measurement},
  volume={xx},
  pages={xx-xx},
  year={2024},
  publisher={IEEE}
}
@inproceedings{wang2023wdu,
  title={WDU-Net: Wavelet-Guided Deep Unfolding Network for Image Compressed Sensing Reconstruction},
  author={Xinlu Wang, Lijun Zhao*, Jinjing Zhang, Yufeng Zhang, Anhong Wang},
  booktitle={Chinese Conference on Pattern Recognition and Computer Vision (PRCV)},
  pages={79--91},
  year={2023},
  organization={Springer}
}

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