Hyperspectral Image Processing

Nonfiction, Computers, Application Software, Computer Graphics, Science & Nature, Technology, Electronics
Cover of the book Hyperspectral Image Processing by Liguo Wang, Chunhui Zhao, Springer Berlin Heidelberg
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Author: Liguo Wang, Chunhui Zhao ISBN: 9783662474563
Publisher: Springer Berlin Heidelberg Publication: July 15, 2015
Imprint: Springer Language: English
Author: Liguo Wang, Chunhui Zhao
ISBN: 9783662474563
Publisher: Springer Berlin Heidelberg
Publication: July 15, 2015
Imprint: Springer
Language: English

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.

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

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.

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