Hyperspectral Band Selection: A Review

A hyperspectral imaging sensor collects detailed spectral responses from ground objects using hundreds of narrow bands; this technology is used in many real-world applications. Band selection aims to select a small subset of hyperspectral bands to remove spectral redundancy and reduce computational...

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Bibliographic Details

Published in:	IEEE geoscience and remote sensing magazine Vol. 7; no. 2; pp. 118 - 139
Main Authors:	Sun, Weiwei, Du, Qian
Format:	Journal Article
Language:	English
Published:	IEEE 01.06.2019
Subjects:	Classification algorithms Clustering algorithms Feature extraction Hyperspectral imaging Principal component analysis
ISSN:	2473-2397, 2168-6831
Online Access:	Get full text
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