Hyperspectral data processing algorithm design and analysis

"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...

Ausführliche Beschreibung

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Bibliographische Detailangaben
1. Verfasser: Chang, Chein-I
Format: E-Book
Sprache:Englisch
Veröffentlicht: Hoboken, N.J Wiley-Interscience 2013
WILEY
John Wiley & Sons, Incorporated
Wiley-Blackwell
John Wiley & Sons
Ausgabe:1
Schlagworte:
Digital techniques
Image processing
Imaging Systems
Remote sensing
Signal processing
Spectroscopic imaging
Technology
ISBN:9780471690566, 9781118269756, 1118269756, 0471690562, 1118269772, 9781118269770, 9781118269787, 1118269780
Online-Zugang:Volltext
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Beschreibung
Zusammenfassung:"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"--
Bibliographie:Available also in a print ed.
Mode of access: Internet via World Wide Web.
Title from title screen.
ISBN:9780471690566
9781118269756
1118269756
0471690562
1118269772
9781118269770
9781118269787
1118269780
DOI:10.1002/9781118269787