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Code for the JSTARS2020 paper 'Delving into Classifying Hyperspectral Images via Graphical Adversarial Learning'.


* Environment & Main Dependencies

CentOS Linux release 7.2.1511 (Core)
Tesla K80 Graphic Processing Units
python 2.7.15
TensorFlow 1.14.0

* Usage

  • Download hyperspectral data and add them to ./dataset.
  • All the hyperparameters are in ./tflib/config.py.
    Set them to what you want when running a code.
  • Run
    python GAL.py -GPU 0
    to see GAL in the local mode on the Salinas dataset.

* Citation

@ARTICLE{Wang20GAL,
author={G. {Wang} and P. {Ren}},
journal={IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing},
title={Delving into Classifying Hyperspectral Images via Graphical Adversarial Learning},
year={2020},
volume={13},
number={},
pages={2019-2031}
}

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