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

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

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
Genre
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
MiAaPQ
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 2013
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
http://library.link/vocab/relatedWorkOrContributorName
  • Chang, Chein-I
  • NC Live eBook Central
  • ProQuest (Firm)
http://library.link/vocab/subjectName
  • Image processing
  • Spectroscopic imaging
  • Signal processing
Label
Hyperspectral data processing : algorithm design and analysis, Chein-I Chang, (ebook)
Link
https://www.nclive.org/cgi-bin/nclsm?url=https://ebookcentral.proquest.com/lib/cmlibrary-ebooks/detail.action?docID=832589
Instantiates
Publication
Bibliography note
Includes bibliographical references and index
Color
multicolored
Dimensions
unknown
Extent
xxvii, 1135 p.
Form of item
  • online
  • electronic
Other physical details
ill.
Reproduction note
Electronic reproduction. Ann Arbor, MI : ProQuest, 2015. Available via World Wide Web. Access may be limited to ProQuest affiliated libraries.
Specific material designation
remote
System control number
  • EBC832589
  • (MiAaPQ)EBC832589
  • (Au-PeEL)EBL832589
  • (CaPaEBR)ebr10662606
  • (CaONFJC)MIL455436
  • (OCoLC)829462280
Label
Hyperspectral data processing : algorithm design and analysis, Chein-I Chang, (ebook)
Link
https://www.nclive.org/cgi-bin/nclsm?url=https://ebookcentral.proquest.com/lib/cmlibrary-ebooks/detail.action?docID=832589
Publication
Bibliography note
Includes bibliographical references and index
Color
multicolored
Dimensions
unknown
Extent
xxvii, 1135 p.
Form of item
  • online
  • electronic
Other physical details
ill.
Reproduction note
Electronic reproduction. Ann Arbor, MI : ProQuest, 2015. Available via World Wide Web. Access may be limited to ProQuest affiliated libraries.
Specific material designation
remote
System control number
  • EBC832589
  • (MiAaPQ)EBC832589
  • (Au-PeEL)EBL832589
  • (CaPaEBR)ebr10662606
  • (CaONFJC)MIL455436
  • (OCoLC)829462280

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