Automatic Band Selection in Multispectral Images Using Mutual Information-Based Clustering

Feature selection and dimensionality reduction are crucial research fields in pattern recognition. This work presents the application of a novel technique on dimensionality reduction to deal with multispectral images. A distance based on mutual information is used to construct a hierarchical cluster...

Ausführliche Beschreibung

Bibliographische Detailangaben

Hauptverfasser:	Martínez-Usó, Adolfo, Pla, Filiberto, García-Sevilla, Pedro, Sotoca, J. M.
Format:	Buchkapitel
Sprache:	eng
Schlagworte:	Feature Selection Feature Subset Multispectral Image Mutual Information Near Neighbour
Online-Zugang:	Volltext
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