Hybrid Spectral Unmixing: Using Artificial Neural Networks for Linear/Non-Linear Switching

Hybrid Spectral Unmixing: Using Artificial Neural Networks for Linear/Non-Linear Switching

Spectral unmixing is a key process in identifying spectral signature of materials and quantifying their spatial distribution over an image. The linear model is expected to provide acceptable results when two assumptions are satisfied: (1) The mixing process should occur at macroscopic level and (2)...

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Bibliographic Details
Main Authors: Asmau M. Ahmed, Olga Duran, Yahya Zweiri, Mike Smith
Format: Article
Language:English
Published: MDPI AG 2017-07-01
Series:Remote Sensing
Subjects:
hyperspectral image
spectral unmixing
endmembers
artificial neural networks
hybrid switch method
Online Access:https://www.mdpi.com/2072-4292/9/8/775

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https://www.mdpi.com/2072-4292/9/8/775

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