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Title
Hyperspectral image processing [electronic resource] / Liguo Wang, Chunhui Zhao.
ISBN
9783662474563 (electronic book)
3662474565 (electronic book)
9783662474556
9787118086461
3662474557
Published
Heidelberg : Springer, [2016]
Copyright
©2016
Language
English
Description
1 online resource (xvii, 315 pages) : color illustrations
Other Standard Identifiers
10.1007/978-3-662-47456-3 doi
Call Number
G70.4
Dewey Decimal Classification
621.3678
Summary
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.
Bibliography, etc. Note
Includes bibliographical references.
Access Note
Access limited to authorized users.
Source of Description
Online resource; title from PDF title page (viewed July 23, 2015)
Available in Other Form
Print version: 9783662474556
Basic theory and main processing techniques of hyperspectral remote sensing
Classification technique for HSI
Endmember extraction technique of HSI
Spectral unmixing technique of HSI
Sub-pixel mapping technique of HSI
Super-resolution technique of HSI
Anomaly detection technique of HSI
Dimensionality reduction and compression technique of HSI
Introduction to hyperspectral remote sensing applications.
