HSIR-Matlab

🚧 Under Construction

Collections of Hyperspectral Image Restoration Algorithms in Matlab

Usage

1. cd into task directory, e.g., gaussian/BM4D.
2. Launch Matlab .

single_eval
batch_eval

Supported Methods

Gaussian Denoising	Complex Denoising
BM4D ITSReg KBR LLRT NGmeet TDL WLRTR	LRMR LRTV NMoG TDTV

Acknowledgement

• QRNN3D

Citation

If you find this repo helpful, please considering citing us.

@article{LAI2022281,
    title = {Deep plug-and-play prior for hyperspectral image restoration},
    journal = {Neurocomputing},
    volume = {481},
    pages = {281-293},
    year = {2022},
    issn = {0925-2312},
    doi = {https://doi.org/10.1016/j.neucom.2022.01.057},
    author = {Zeqiang Lai and Kaixuan Wei and Ying Fu},
}
@article{wei2020QRNN3D,
  title={3-D Quasi-Recurrent Neural Network for Hyperspectral Image Denoising},
  author={Wei, Kaixuan and Fu, Ying and Huang, Hua},
  journal={IEEE Transactions on Neural Networks and Learning Systems},
  year={2020},
  publisher={IEEE}
}