README.md

Code for the RemoteSensing2020 article 'Hyperspectral Image Classification with Feature-Oriented Adversarial Active Learning'.

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• Here I provide the Tensorflow implementation for FAAL.

* Environment & Main Dependencies

CentOS Linux release 7.2.1511 (Core)
Tesla K80 Graphic Processing Units
python 3.6.5
TensorFlow 2.0.0

* Usage

• Download hyperspectral data and add them to ./dataset.
  
• All the hyperparameters are in ./config.py.
  Set them to what you want when running a code.
  

* Citation

@article{Wang2020FAAL,
title={Hyperspectral Image Classification with Feature-Oriented Adversarial Active Learning},
author={Wang, Guangxing and Ren, Peng},
journal={Remote Sensing},
volume={12},
number={23},
pages={3879},
month={November},
year={2020}
}