Convolutional Neural Networks for Large-Scale Remote Sensing Image Classification

Emmanuel Maggiori (1) , Yuliya Tarabalka (1) , Guillaume Charpiat (2) , Pierre Alliez (1)

1 TITANE - Geometric Modeling of 3D Environments
2 TAO - Machine Learning and Optimisation

Mots clés: Classification; convolutional neural networks; satellite images; deep learning

Domaines: Vision par ordinateur et reconnaissance de formes [cs.CV]; Traitement des images [eess.IV]

Emmanuel Maggiori, Yuliya Tarabalka, Guillaume Charpiat, Pierre Alliez. Convolutional Neural Networks for Large-Scale Remote Sensing Image Classification. IEEE Transactions on Geoscience and Remote Sensing, 2017, 55, pp.645-657. ⟨10.1109/tgrs.2016.2612821⟩. ⟨hal-01369906⟩