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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Bibliographic Details

Published in:	IEEE geoscience and remote sensing magazine Vol. 7; no. 2; pp. 159 - 173
Main Authors:	Audebert, Nicolas, Le Saux, Bertrand, Lefevre, Sebastien
Format:	Journal Article
Language:	English
Published:	IEEE 01.06.2019
Subjects:	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 Access:	Get full text
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