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Sebastian Bauer

Hyperspectral Image Unmixing Incorporating Adjacency Information

(Forschungsberichte aus der Industriellen Informationstechnik ; 18)

AutorBauer, Sebastian

VerlagKIT Scientific Publishing, Karlsruhe

ISBN9783731507888

UmfangXIII, 203 S.

Veröffentlicht
am:
18.07.2018

Erscheinungs-
jahr
2018

VerfügbarkeitAktiv

Downloads:

Für Zitate bitte die folgende URL verwenden:
http://dx.doi.org/10.5445/KSP/1000081665

Abstract

While the spectral information contained in hyperspectral images is rich, the spatial resolution of such images is in many cases very low. Many pixel spectra are mixtures of pure materials’ spectra and therefore need to be decomposed into their constituents. This work investigates new decomposition methods taking into account spectral, spatial and global 3D adjacency information. This allows for faster and more accurate decomposition results.