Hyperspectral data processing [electronic resource] : algorithm design and analysis / Chein-I Chang.
2013
TA1637 .C4776 2013eb
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Title
Hyperspectral data processing [electronic resource] : algorithm design and analysis / Chein-I Chang.
Author
Chang, Chein-I.
ISBN
9780471690566 (hardback)
9781118269756 (e-book)
9781118269756 (e-book)
Publication Details
Hoboken, N.J. : Wiley-Interscience, 2013.
Language
English
Description
xxvii, 1135 p. : ill.
Call Number
TA1637 .C4776 2013eb
Dewey Decimal Classification
621.39/94
Summary
"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"-- Provided by publisher.
Bibliography, etc. Note
Includes bibliographical references and index.
Access Note
Access limited to authorized users.
Added Author
Chang, Chein-I. Hyperspectral imaging.
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