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Spectral-Spatial Classification of Hyperspectral Remote Sensing Images (Hardcover) (Jon Atli

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Benediktsson and Ghamisi explain how to integrate spatial and spectral information when classifying hyperspectral data from remote sensing of Earth's surface. The classification of hyperspectral data using both spatial and spectral information has been a quickly developing topic of research recently, and the availability of hyperspectral data with high spatial resolution has been quite important for classification techniques. After introducing hyperspectral imaging and high-dimensional data, they cover classification approaches, feature reduction, extracting spatial information using segmentation, the morphological profile, and attribute profiles. Annotation ©2015 Ringgold, Inc., Portland, OR (protoview.com)
Number of Pages: 258
Genre: Technology
Sub-Genre: General
Format: Hardcover
Publisher: Artech House
Author: Jon Atli Benediktsson & Pedram Ghamisi
Language: English
Street Date: September 15, 2015
TCIN: 21531574
UPC: 9781608078127
Item Number (DPCI): 247-49-4051
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