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Spectral-Spatial Classification of Hyperspectral Remote Sensing Images

By: Jon Atli Benediktsson (Author)

Ksh 18,210.00
Format :

Format(s): DRM PDF

ISBN-13: 9781608078134

Publisher: Artech House

Imprint: Artech House

Publication Date: September 30th, 2015

Language: English

Pages: 280

Physical Edition EAN: 9781608078127

Category: Optical physics , Imaging systems & technology

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  • Description

  • Author Bio

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.

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