Hyperspectral Image Processing

Wang, Liguo; Zhao, Chunhui

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.

Details

Published by: Springer

Publication Date: 2015-07-30

Format: Hardcover

ISBN-13: 9783662474556

DOI: 10.1007/978-3-662-47456-3

Dimensions: 235cm x155cm

Pages: 315