ENGLISH

Hyperspectral Image Processing

By Liguo Wang , Chunhui Zhao (auth.)

Book information

Publisher
Springer-Verlag Berlin Heidelberg
Year
2016
ISBN
978-3-662-47455-6, 978-3-662-47456-3, 978-7-118-08646-1
DOI
10.1007/978-3-662-47456-3
Language
english
Format
PDF
Filesize
8 MB (7978525 bytes)
Edition
1
Pages
XVII, 315\327
Time added
2015-11-25 16:51:03
Image and Speech Processing; Image Processing andSignal

Description

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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