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ABMHC

  • The datasets should be placed in folder DATASETS.

  • The algorithm VCA was proposed in:

     @ARTICLE{1411995, 
     author={J. M. P. {Nascimento} and J. M. B. {Dias}},  
     journal={IEEE Transactions on Geoscience and Remote Sensing}, 
     title={Vertex component analysis: a fast algorithm to unmix hyperspectral data},
     year={2005}, volume={43},  number={4}, pages={898-910}, 
     doi={10.1109/TGRS.2005.844293}}.
    

    the python package is downloaded by running:

     git clone https://github.com/Laadr/VCA.git
    
  • If this code helps in your research, we recommend you to cite the following paper:

     @article{guo2021improving, 
     author = {Alan J.X. Guo and Fei Zhu},
     title = {Improving deep hyperspectral image classification performance with spectral unmixing}, 
     journal = {Signal Processing}, 
     volume = {183}, pages = {107949}, year = {2021}, 
     issn = {0165-1684}, 
     doi = {https://doi.org/10.1016/j.sigpro.2020.107949}}
    

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