Spatial Spectral Band Selection for Enhanced Hyperspectral Remote Sensing Classification Applications

Despite the numerous band selection (BS) algorithms reported in the field, most if not all have exhibited maximal accuracy when more spectral bands are utilized for classification. This apparently disagrees with the theoretical model of the ‘curse of dimensionality’ phenomenon, without apparent expl...

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Bibliographic Details
Main Authors: Ruben Moya Torres, Peter W.T. Yuen, Changfeng Yuan, Johathan Piper, Chris McCullough, Peter Godfree
Format: Article
Language:English
Published: MDPI AG 2020-08-01
Series:Journal of Imaging
Subjects:
Online Access:https://www.mdpi.com/2313-433X/6/9/87