Hyperspectral dimensionality reduction based on SAE-1DCNN feature selection approach

Hyperspectral remote sensing enables a detailed spectral description of the object’s surface, but it also introduces high redundancy because the narrow contiguous spectral bands are highly correlated. This has two consequences, the Hughes phenomenon and increased processing effort due to the amount...

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	Applied geomatics 2023-12, Vol.15 (4), p.991-1004
Hauptverfasser:	Jijón-Palma, Mario Ernesto, Amisse, Caisse, Centeno, Jorge Antonio Silva
Format:	Artikel
Sprache:	eng
Schlagworte:	Earth and Environmental Science Feature selection Geographical Information Systems/Cartography Geography Geophysics/Geodesy Infrared imaging Measurement Science and Instrumentation Neural networks Original Paper Remote sensing Remote Sensing/Photogrammetry Surveying
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!