Hyperspectral data processing : algorithm design and analysis / / Chein-I Chang.

• Author: ProQuest (Firm); Chang, Chein-I.
• TeilnehmendeR: Chang, Chein-I.; ProQuest (Firm)
• Year of Publication: 2013
• Language: English
• Physical Description: xxvii, 1135 p. :; ill.
• Other title: Hyperspectral imaging.
• Bibliography: Includes bibliographical references and index.
• ISBN: 9780471690566 (hardback); 9781118269756 (electronic bk.)
• Hierarchical level: Monograph
• Statement of Responsibility: 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 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"--