On Dimensionality Reduction for Indexing and Retrieval of Large-Scale Solar Image Data

This work investigates the applicability of several dimensionality reduction techniques for large-scale solar data analysis. Using a solar benchmark dataset that contains images of multiple types of phenomena, we investigate linear and nonlinear dimensionality reduction methods in order to reduce ou...

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	Solar physics 2013-03, Vol.283 (1), p.113-141
Hauptverfasser:	Banda, J. M., Angryk, R. A., Martens, P. C. H.
Format:	Artikel
Sprache:	eng
Schlagworte:	Astrophysics and Astroparticles Atmospheric Sciences Data analysis Data reduction Image Processing in the Petabyte Era Physics Physics and Astronomy Scientific imaging Solar physics Space Exploration and Astronautics Space Sciences (including Extraterrestrial Physics
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!