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 designs for OSP and CEM,...
Sparad:
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| Institutionellt upphov: | |
| Materialtyp: | Elektronisk E-bok |
| Språk: | engelska |
| Utgiven: |
Hoboken, N.J. :
Wiley-Interscience,
2013.
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| Ämnen: | |
| Länkar: | An electronic book accessible through the World Wide Web; click to view |
| Taggar: |
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| Sammanfattning: | "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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| Fysisk beskrivning: | xxvii, 1135 p. : ill. |
| Bibliografi: | Includes bibliographical references and index. |