/Plug_and_Play_HSI_unmixing

Codes for the paper "Hyperspectral Unmixing Via Plug-And-Play Priors" (ICIP 2020) and "A Plug-and-Play Priors Framework for Hyperspectral Unmixing" (T-GRS 2021).

Primary LanguageMATLABMIT LicenseMIT

Hyperspectral Unmixing Via Plug-And-Play Prior / A Plug-and-Play Priors Framework for Hyperspectral Unmixing

Run plug_abundance.m to conduct unmixing by denoising abundance maps;

Run plug_image.m to conduct unmixing by denoising reconstructed images;

For any questions, feel free to email us at minzhao@mail.nwpu.edu.cn, xiuheng.wang@mail.nwpu.edu.cn.

If this code is helpful for you, please cite our paper as follows:

@inproceedings{wang2020hyperspectral,
  title={Hyperspectral Unmixing Via Plug-And-Play Priors},
  author={Wang, Xiuheng and Zhao, Min and Chen, Jie},
  booktitle={2020 IEEE International Conference on Image Processing (ICIP)},
  pages={1063--1067},
  year={2020},
  organization={IEEE}
}

@article{zhao2021plug,
  title={A plug-and-play priors framework for hyperspectral unmixing},
  author={Zhao, Min and Wang, Xiuheng and Chen, Jie and Chen, Wei},
  journal={IEEE Transactions on Geoscience and Remote Sensing},
  volume={60},
  pages={1--13},
  year={2021},
  publisher={IEEE}
}