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)
Resource Information
The item Hyperspectral data processing : algorithm design and analysis, Chein-I Chang, (electronic book) represents a specific, individual, material embodiment of a distinct intellectual or artistic creation found in Sydney Jones Library, University of Liverpool.This item is available to borrow from 1 library branch.
Resource Information
The item Hyperspectral data processing : algorithm design and analysis, Chein-I Chang, (electronic book) represents a specific, individual, material embodiment of a distinct intellectual or artistic creation found in Sydney Jones Library, University of Liverpool.
This item is available to borrow from 1 library branch.
- 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"--
- Language
- eng
- Extent
- xxvii, 1135 p.
- Label
- Hyperspectral data processing : algorithm design and analysis
- Title
- Hyperspectral data processing
- Title remainder
- algorithm design and analysis
- Statement of responsibility
- Chein-I Chang
- 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)
- 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)
- 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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<div class="citation" vocab="http://schema.org/"><i class="fa fa-external-link-square fa-fw"></i> Data from <span resource="http://link.liverpool.ac.uk/portal/Hyperspectral-data-processing--algorithm-design/n-HO1NXjHWE/" typeof="Book http://bibfra.me/vocab/lite/Item"><span property="name http://bibfra.me/vocab/lite/label"><a href="http://link.liverpool.ac.uk/portal/Hyperspectral-data-processing--algorithm-design/n-HO1NXjHWE/">Hyperspectral data processing : algorithm design and analysis, Chein-I Chang, (electronic book)</a></span> - <span property="potentialAction" typeOf="OrganizeAction"><span property="agent" typeof="LibrarySystem http://library.link/vocab/LibrarySystem" resource="http://link.liverpool.ac.uk/"><span property="name http://bibfra.me/vocab/lite/label"><a property="url" href="http://link.liverpool.ac.uk/">Sydney Jones Library, University of Liverpool</a></span></span></span></span></div>
