Deep Learning for Classification of Hyperspectral Data: A Comparative Review

In recent years, deep-learning techniques revolutionized the way remote sensing data are processed. The classification of hyperspectral data is no exception to the rule, but it has intrinsic specificities that make the application of deep learning less straightforward than with other optical data. T...

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Veröffentlicht in:	IEEE geoscience and remote sensing magazine Jg. 7; H. 2; S. 159 - 173
Hauptverfasser:	Audebert, Nicolas, Le Saux, Bertrand, Lefevre, Sebastien
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	IEEE 01.06.2019
Schlagworte:	Computer Science Computer Vision and Pattern Recognition Deep learning Hyperspectral imaging Machine learning Neural and Evolutionary Computing Sensors Spatial resolution
ISSN:	2473-2397, 2168-6831
Online-Zugang:	Volltext
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