Hyperspectral data processing : algorithm design and analysis / / Chein-I Chang.
"This book is intended to be a sequel from the author's other title with Kluwer "Hyperspectral Imaging: Techniques for Spectral Detection and Classification". It contains five major parts. Part I is new aspects of OSP including 7 chapters, OSP revisit, generalized OSP, FPGA desig...
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Year of Publication: | 2013 |
Language: | English |
Online Access: | |
Physical Description: | xxvii, 1135 p. :; ill. |
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010 | |z 2011043896 | ||
020 | |z 9780471690566 (hardback) | ||
020 | |a 9781118269756 (electronic bk.) | ||
035 | |a (MiAaPQ)500832589 | ||
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040 | |a MiAaPQ |c MiAaPQ |d MiAaPQ | ||
050 | 4 | |a TA1637 |b .C4776 2013 | |
082 | 0 | 4 | |a 621.39/94 |2 23 |
100 | 1 | |a Chang, Chein-I. | |
245 | 1 | 0 | |a Hyperspectral data processing |h [electronic resource] : |b algorithm design and analysis / |c Chein-I Chang. |
260 | |a Hoboken, N.J. : |b Wiley-Interscience, |c 2013. | ||
300 | |a xxvii, 1135 p. : |b ill. | ||
504 | |a Includes bibliographical references and index. | ||
520 | |a "This book is intended to be a sequel from the author's other title with Kluwer "Hyperspectral Imaging: Techniques for Spectral Detection and Classification". It contains five major parts. Part I is new aspects of OSP including 7 chapters, OSP revisit, generalized OSP, FPGA designs for OSP and CEM, Kalman filter-based linear unmixing, least squares fully constrained linear mixture analysis, exploitation-based hyperspectral data compression and size estimation of supixel targets, Part II is interference rejection for linear unmixing composed of three chapters, signal-composed interference-annihilated theory, interference-annihilated noise-adjusted theory and information-processed matched filter theory; Part III is nonlinear non-literal techniques for linear unmixing consisting of 3 chapters, convex cone analysis, information theoretic criterion-based project pursuit and nonlinear mixing model analysis; Part IV is spectral coding comprising of three chapters, progressive spectral coding, spectral binary coding and spectral coding for band selection; Part V is applications made up of two chapters, applications to magnetic resonance imaging and landmine detection"-- |c Provided by publisher. | ||
533 | |a Electronic reproduction. Ann Arbor, MI : ProQuest, 2015. Available via World Wide Web. Access may be limited to ProQuest affiliated libraries. | ||
650 | 0 | |a Image processing |x Digital techniques. | |
650 | 0 | |a Spectroscopic imaging. | |
650 | 0 | |a Signal processing. | |
655 | 4 | |a Electronic books. | |
700 | 1 | |a Chang, Chein-I. |t Hyperspectral imaging. | |
710 | 2 | |a ProQuest (Firm) | |
856 | 4 | 0 | |u https://ebookcentral.proquest.com/lib/oeawat/detail.action?docID=832589 |z Click to View |