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Wang, Liguo

Hyperspectral Image Processing by Liguo Wang, Chunhui Zhao - Berlin, Heidelberg Springer Berlin Heidelberg 2016 - 1 recurso en línea (XVII, 315 p.) 121 ilustraciones, 15 ilustraciones en color

Basic theory and main processing techniques of hyperspectral remote sensing -- Classification technique for HSI -- Endmember extraction technique of HSI -- Spectral unmixing technique of HSI -- Sub-pixel mapping technique of HSI -- Super-resolution technique of HSI -- Anomaly detection technique of HSI -- Dimensionality reduction and compression technique of HSI -- Introduction to hyperspectral remote sensing applications

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

ISBN: 9783662474563

Standard No.: 10.1007/978-3-662-47456-3 doi

Subjects--Topical Terms:
Teledetección

LC Class. No.: G70.4 / .W36 2016 EB

Dewey Class. No.: 621.382