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Hyperspectral imaging remote sensing : physics, sensors, and algorithms

Author: Dimitris G Manolakis; Ronald B Lockwood; Thomas W Cooley
Publisher: Cambridge, United Kingdom : Cambridge University Press, 2016. ©2016
Edition/Format:   Print book : EnglishView all editions and formats
Summary:
"A practical and self-contained guide to the principles, techniques, models and tools of imaging spectroscopy. Bringing together material from essential physics and digital signal processing, it covers key topics such as sensor design and calibration, atmospheric inversion and model techniques, and processing and exploitation algorithms. Readers will learn how to apply the main algorithms to practical problems, how  Read more...
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Genre/Form: Remote-sensing images
Material Type: Internet resource
Document Type: Book, Internet Resource
All Authors / Contributors: Dimitris G Manolakis; Ronald B Lockwood; Thomas W Cooley
ISBN: 9781107083660 1107083664
OCLC Number: 952855181
Description: xiii, 685 pages ; 26 cm
Contents: The remote sensing environment --
Spectral properties of materials --
Imaging spectrometers --
Imaging spectrometer characterization and data calibration --
Radiative transfer and atmospheric compensation --
Statistical models for spectral data --
Linear spectral transformations --
Spectral mixture analysis --
Signal detection theory --
Hyperspectral data exploitation
Responsibility: Dimitris G. Manolakis (Massachusetts Institute of Technology, Lincoln Laboratory), Ronald B. Lockwood (Massachusetts Institute of Technology, Lincoln Laboratory), Thomas W. Cooley.
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Understand the seminal principles, current techniques, and tools of imaging spectroscopy with this self-contained introductory guide.  Read more...

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'The authors have done a masterful job of integrating and presenting the diverse subjects that form the foundation of the field of hyperspectral imaging and applications. This comprehensive textbook Read more...

 
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