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Spectral-Spatial Classification of Hyperspectral Remote Sensing Images

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This comprehensive new resource brings you up to date on recent developments in the classification of hyperspectral images using both spectral and spatial information, including advanced statistical approaches and methods. The inclusion of spatial information to traditional approaches for hyperspectral classification has been one of the most active and relevant innovative lines of research in remote sensing during recent years. This book gives you insight into several important challenges when performing hyperspectral image classification related to the imbalance between high dimensionality and limited availability of training samples, or the presence of mixed pixels in the data. This book also shows you how to integrate spatial and spectral information in order to take advantage of the benefits that both sources of information provide.
Request Code : ZLIBIO3937694
Categories:
Year:
2015
Edition:
1
Publisher:
Artech House
Language:
English
Pages:
277
ISBN 13:
9781608078127
ISBN:
9781608078134,9781608078127

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