Dimensionality reduction of hyperspectral images of vegetation and crops based on self-organized maps

Hyperspectral images are multidimensional massive sets of information that have shown a great potential for different kind of applications as urban mapping, environmental management, vegetation and crops supervision and mineral detection. However, due to its high dimensional nature and the high vari...

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Bibliographic Details
Main Authors: David Ruiz Hidalgo, Bladimir Bacca Cortés, Eduardo Caicedo Bravo
Format: Article
Language:English
Published: KeAi Communications Co., Ltd. 2021-06-01
Series:Information Processing in Agriculture
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S221431732030189X