The Resource Hyperspectral data processing : algorithm design and analysis, Chein-I Chang, (electronic book)

Hyperspectral data processing : algorithm design and analysis, Chein-I Chang, (electronic book)

Label
Hyperspectral data processing : algorithm design and analysis
Title
Hyperspectral data processing
Title remainder
algorithm design and analysis
Statement of responsibility
Chein-I Chang
Creator
Contributor
Subject
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
http://library.link/vocab/creatorName
Chang, Chein-I
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
http://library.link/vocab/relatedWorkOrContributorName
Chang, Chein-I
http://library.link/vocab/subjectName
  • Image processing
  • Spectroscopic imaging
  • Signal processing
Label
Hyperspectral data processing : algorithm design and analysis, Chein-I Chang, (electronic book)
Instantiates
Publication
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Control code
ebr10662606
Dimensions
unknown
Extent
xxvii, 1135 p.
Form of item
electronic
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Original version note
Original electronic resource
Other physical details
ill.
Reproduction note
Electronic resource.
Specific material designation
remote
Label
Hyperspectral data processing : algorithm design and analysis, Chein-I Chang, (electronic book)
Publication
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Control code
ebr10662606
Dimensions
unknown
Extent
xxvii, 1135 p.
Form of item
electronic
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Original version note
Original electronic resource
Other physical details
ill.
Reproduction note
Electronic resource.
Specific material designation
remote

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