Hyperspectral Image Processing von Liguo Wang | ISBN 9783662474556

Hyperspectral Image Processing

von Liguo Wang und Chunhui Zhao
Mitwirkende
Autor / AutorinLiguo Wang
Autor / AutorinChunhui Zhao
Buchcover Hyperspectral Image Processing | Liguo Wang | EAN 9783662474556 | ISBN 3-662-47455-7 | ISBN 978-3-662-47455-6

Hyperspectral Image Processing

von Liguo Wang und Chunhui Zhao
Mitwirkende
Autor / AutorinLiguo Wang
Autor / AutorinChunhui Zhao

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.