Inertia-Constrained Pixel-by-Pixel Nonnegative Matrix Factorisation: A Hyperspectral Unmixing Method Dealing with Intra-Class Variability

Blind source separation is a common processing tool to analyse the constitution of pixels of hyperspectral images. Such methods usually suppose that pure pixel spectra (endmembers) are the same in all the image for each class of materials. In the framework of remote sensing, such an assumption is no...

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Bibliografiske detaljer

Principais autores:	Charlotte Revel, Yannick Deville, Véronique Achard, Xavier Briottet, Christiane Weber
Format:	Artigo
Sprog:	Inglês
Udgivet:	MDPI AG 2018-10-01
Serier:	Remote Sensing
Fag:	nonnegative matrix factorisation (NMF) blind source separation hyperspectral unmixing intra-class variability
Online adgang:	https://www.mdpi.com/2072-4292/10/11/1706
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