Generative Adversarial Networks for Realistic Synthesis of Hyperspectral Samples

Nicolas Audebert, Bertrand Le Saux, Sébastien Lefèvre

This work addresses the scarcity of annotated hyperspectral data required to train deep neural networks. Especially, we investigate generative adversarial networks and their applic…