BS-Nets

Band selection (feature selection) of hyperspectral image using neural networks with attention mechanism.

Requirement

• TensorFlow-1.6

Please cite the following paper.

Y. Cai, X. Liu, and Z. Cai, "BS-Nets: An End-to-End Framework for Band Selection of Hyperspectral Image," IEEE Transactions on Geoscience and Remote Sensing, pp. 1-16, 2019.

Citing

@ARTICLE{8907858,
author={Y. {Cai} and X. {Liu} and Z. {Cai}},
journal={IEEE Transactions on Geoscience and Remote Sensing},
title={BS-Nets: An End-to-End Framework for Band Selection of Hyperspectral Image},
year={2019},
volume={},
number={},
pages={1-16},
doi={10.1109/TGRS.2019.2951433},
ISSN={1558-0644},
month={},}

Overview

BS-Net-FC

BS-Net-Conv