Hyperspectral data processing : algorithm design and analysis

Resource Information

The work Hyperspectral data processing : algorithm design and analysis represents a distinct intellectual or artistic creation found in Sydney Jones Library, University of Liverpool. This resource is a combination of several types including: Work, Language Material, Books.

Label

Hyperspectral data processing : algorithm design and analysis

Title remainder

algorithm design and analysis

Statement of responsibility

Chein-I Chang

Creator

• Chang, Chein-I

Contributor

• Chang, Chein-I

Subject

• Image processing -- Digital techniques
• Signal processing
• Spectroscopic imaging

Language

eng

Summary

"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"--

Assigning source

Provided by publisher

Cataloging source

CaPaEBR

Dewey number

621.39/94

Illustrations

illustrations

Index

index present

LC call number

TA1637

LC item number

.C4776 2013eb

Literary form

non fiction

Nature of contents

• standards specifications
• bibliography