Band Selection from Hyperspectral Images Using Attention-based Convolutional Neural Networks

Pablo Ribalta Lorenzo, Lukasz Tulczyjew, Michal Marcinkiewicz +1

This paper introduces new attention-based convolutional neural networks for selecting bands from hyperspectral images. The proposed approach re-uses convolutional activations at di…