Hyperspectral Image Processing

Chunhui Zhao (u. a.)

ISBN 10: 3662474557 / ISBN 13: 9783662474556

Verlag: Springer-Verlag GmbH, 2015

Hyperspectral Image Processing | Chunhui Zhao (u. a.) | Buch | xvii | Englisch | 2015 | Springer-Verlag GmbH | EAN 9783662474556 | Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg, juergen[dot]hartmann[at]springer[dot]com | Anbieter: preigu Print on Demand. Bestandsnummer des Verkäufers 104699128

Inhaltsangabe:

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.

Von der hinteren Coverseite: 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."

Bibliografische Details

Titel: Hyperspectral Image Processing
Verlag: Springer-Verlag GmbH
Erscheinungsdatum: 2015
Einband: Buch
Zustand: Neu