- Systematically provides a complete framework of the novel processing techniques of hyperspectral imaging
- Introduces from the basic theory to the state of the art techniques and their applications to meet the needs of readers at different levels
- Aims at the two hot topics in HSI processing, i.e. high accuracy and real time
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- About this book
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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.
- Table of contents (9 chapters)
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Basic Theory and Main Processing Techniques of Hyperspectral Remote Sensing
Pages 1-44
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Classification Technique for HSI
Pages 45-77
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Endmember Extraction Technique of HSI
Pages 79-104
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Spectral Unmixing Technique of HSI
Pages 105-145
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Subpixel Mapping Technique of HSI
Pages 147-185
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Table of contents (9 chapters)
- Download Preface 1 PDF (55.2 KB)
- Download Sample pages 2 PDF (916.3 KB)
- Download Table of contents PDF (198.6 KB)
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Bibliographic Information
- Bibliographic Information
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- Book Title
- Hyperspectral Image Processing
- Authors
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- Liguo Wang
- Chunhui Zhao
- Copyright
- 2016
- Publisher
- Springer-Verlag Berlin Heidelberg
- Copyright Holder
- National Defense Industry Press, Beijing and Springer-Verlag Berlin Heidelberg
- Distribution Rights
- Distribution rights for print copies in China mainland: National Defense Industry Press
- eBook ISBN
- 978-3-662-47456-3
- DOI
- 10.1007/978-3-662-47456-3
- Hardcover ISBN
- 978-3-662-47455-6
- Softcover ISBN
- 978-3-662-51614-0
- Edition Number
- 1
- Number of Pages
- XVII, 315
- Number of Illustrations
- 106 b/w illustrations, 15 illustrations in colour
- Additional Information
- Jointly published with National Defense Industry Press, Beijing, China
- Topics
