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...
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| Hlavní autor: | |
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| Médium: | E-kniha |
| Jazyk: | angličtina |
| Vydáno: |
Hoboken, N.J
Wiley-Interscience
2013
WILEY John Wiley & Sons, Incorporated Wiley-Blackwell John Wiley & Sons |
| Vydání: | 1 |
| Témata: | |
| ISBN: | 9780471690566, 9781118269756, 1118269756, 0471690562, 1118269772, 9781118269770, 9781118269787, 1118269780 |
| On-line přístup: | Získat plný text |
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| Shrnutí: | "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"-- |
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| Bibliografie: | 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 |