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Hyperspectral Image Processing

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Hyperspectral Image Processing

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Description

Based on the authors’ research, this book introduces the main processing techniques in hyperspectral imaging. In this context, SVM-based classification, distance comparison-based endmember extraction, SVM-based spectral unmixing, spatial attraction model-based sub-pixel mapping and MAP/POCS-based super-resolution reconstruction are discussed in depth. Readers will gain a comprehensive understanding of these cutting-edge hyperspectral imaging techniques. Researchers and graduate students in fields such as remote sensing, surveying and mapping, geosciences and information systems will benefit from this valuable resource.
Release date Australia
October 18th, 2016
Pages
315
Edition
Softcover reprint of the original 1st ed. 2016
Audience
  • Professional & Vocational
Illustrations
15 Illustrations, color; 106 Illustrations, black and white; XVII, 315 p. 121 illus., 15 illus. in color.
ISBN-13
9783662516140
Product ID
26207295

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