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Hyperspectral imaging remote sensing...
~
Manolakis, Dimitris G.
Hyperspectral imaging remote sensing : = physics, sensors, and algorithms /
Record Type:
Language materials, printed : Monograph/item
Title/Author:
Hyperspectral imaging remote sensing :/ Dimitris G. Manolakis, Ronald B. Lockwood, Thomas W. Cooley.
Reminder of title:
physics, sensors, and algorithms /
Author:
Manolakis, Dimitris G.
other author:
Cooley, Thomas W.
Published:
Cambridge, United Kingdom :Cambridge University Press, : c2016.,
Description:
xiii, 685 p., [8] p. of plates :ill. (some col.) ; : 26 cm.;
Subject:
Image processing - Digital techniques. -
Online resource:
https://www.loc.gov/catdir/enhancements/fy1618/2016025909-b.html
Online resource:
https://www.loc.gov/catdir/enhancements/fy1618/2016025909-d.html
Online resource:
https://www.loc.gov/catdir/enhancements/fy1618/2016025909-t.html
ISBN:
9781107083660 :
Hyperspectral imaging remote sensing : = physics, sensors, and algorithms /
Manolakis, Dimitris G.
Hyperspectral imaging remote sensing :
physics, sensors, and algorithms /Dimitris G. Manolakis, Ronald B. Lockwood, Thomas W. Cooley. - Cambridge, United Kingdom :Cambridge University Press,c2016. - xiii, 685 p., [8] p. of plates :ill. (some col.) ;26 cm.
Includes bibliographical references (p. [654]-677) and index.
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
"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 to choose the best algorithm for a particular application, and how to process and interpret hyperspectral imaging data. A wealth of additional materials accompany the book online, including example projects and data for students, and problem solutions and viewgraphs for instructors. This is an essential text for senior undergraduate and graduate students looking to learn the fundamentals of imaging spectroscopy, and an invaluable reference for scientists and engineers working in the field"--
ISBN: 9781107083660 :NT3184
LCCN: 2016025909Subjects--Topical Terms:
555959
Image processing
--Digital techniques.
LC Class. No.: TR267.733.M85 / M36 2016
Dewey Class. No.: 771
Hyperspectral imaging remote sensing : = physics, sensors, and algorithms /
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physics, sensors, and algorithms /
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Dimitris G. Manolakis, Ronald B. Lockwood, Thomas W. Cooley.
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xiii, 685 p., [8] p. of plates :
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ill. (some col.) ;
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26 cm.
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Includes bibliographical references (p. [654]-677) and index.
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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
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"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 to choose the best algorithm for a particular application, and how to process and interpret hyperspectral imaging data. A wealth of additional materials accompany the book online, including example projects and data for students, and problem solutions and viewgraphs for instructors. This is an essential text for senior undergraduate and graduate students looking to learn the fundamentals of imaging spectroscopy, and an invaluable reference for scientists and engineers working in the field"--
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