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Hyperspectral data processing : algorithm design and analysisChang, Chein-I"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"--Vrsta gradiva - priročnikZaložništvo in izdelava - Hoboken, NJ : Wiley-Interscience, cop. 2013Jezik - angleškiISBN - 978-0-471-69056-6; 0-471-69056-2COBISS.SI-ID - 75924737
Avtor
Chang, Chein-I
Teme
digitalna tehnika |
digitalna obdelava |
priročniki |
Image processing |
Digital techniques |
Spectroscopic imaging |
Signal processing |
TECHNOLOGY & ENGINEERING / Imaging Systems |
Image processing |
Digital techniques |
Signal processing |
Spectroscopic imaging |
video tehnologija |
procesiranje signalov |
analiza signalov |
računalniška obdelava |
obdelava slik
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Knjižnica/institucija |
Kraj | Akronim | Za izposojo | Druga zaloga |
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Univerzitetna knjižnica Maribor | Maribor | UKM |
na dom 1 izv.
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