HyperAE icon indicating copy to clipboard operation
HyperAE copied to clipboard

Hypergraph Structured Deep Auto-encoders for Hyperspectral Image Clustering and Semi-Supervised Classification

HyperAE

Y. Cai, Z. Zhang, Z. Cai, X. Liu, and X. Jiang, "Hypergraph-Structured Autoencoder for Unsupervised and Semisupervised Classification of Hyperspectral Image," IEEE Geoscience and Remote Sensing Letters, 2021.

Citing

@ARTICLE{HyperAE-CAI-2021,
  author={Cai, Yaoming and Zhang, Zijia and Cai, Zhihua and Liu, Xiaobo and Jiang, Xinwei},
  journal={IEEE Geoscience and Remote Sensing Letters}, 
  title={Hypergraph-Structured Autoencoder for Unsupervised and Semisupervised Classification of Hyperspectral Image}, 
  year={2021},
  volume={},
  number={},
  pages={1-5},
  doi={10.1109/LGRS.2021.3054868}}

Requirements

  • Python 3.7
  • TensorFlow >= 1.13.1
  • Scikit-learn