Hyperspectral data processing: algorithm design and analysis
Saved in:
| Main Author: | |
|---|---|
| Format: | Electronic eBook |
| Language: | English |
| Published: |
Hoboken, N.J.
Wiley-Interscience
2013
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| Subjects: | |
| Physical Description: | xxvii, 1135 p. |
| ISBN: | 9781118269756 |
Staff View
MARC
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| 100 | 1 | |a Chang, Chein-I. |e Verfasser |4 aut | |
| 245 | 1 | 0 | |a Hyperspectral data processing |b algorithm design and analysis |c Chein-I Chang |
| 264 | 1 | |a Hoboken, N.J. |b Wiley-Interscience |c 2013 | |
| 300 | |a xxvii, 1135 p. | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b c |2 rdamedia | ||
| 338 | |b cr |2 rdacarrier | ||
| 505 | 8 | |a Includes bibliographical references and index | |
| 505 | 8 | |a "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"-- | |
| 650 | 4 | |a Image processing |x Digital techniques | |
| 650 | 4 | |a Spectroscopic imaging | |
| 650 | 4 | |a Signal processing | |
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Record in the Search Index
| _version_ | 1804178366375395328 |
|---|---|
| any_adam_object | |
| author | Chang, Chein-I |
| author_facet | Chang, Chein-I |
| author_role | aut |
| author_sort | Chang, Chein-I |
| author_variant | c i c cic |
| building | Verbundindex |
| bvnumber | BV044850483 |
| collection | ZDB-38-ESG |
| contents | Includes bibliographical references and index "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"-- |
| ctrlnum | (ZDB-38-ESG)ebr10662606 (OCoLC)833047806 (DE-599)BVBBV044850483 |
| dewey-full | 621.39/94 |
| dewey-hundreds | 600 - Technology (Applied sciences) |
| dewey-ones | 621 - Applied physics |
| dewey-raw | 621.39/94 |
| dewey-search | 621.39/94 |
| dewey-sort | 3621.39 294 |
| dewey-tens | 620 - Engineering and allied operations |
| discipline | Elektrotechnik / Elektronik / Nachrichtentechnik |
| format | Electronic eBook |
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| id | DE-604.BV044850483 |
| illustrated | Not Illustrated |
| indexdate | 2024-07-10T08:02:50Z |
| institution | BVB |
| isbn | 9781118269756 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-030245343 |
| oclc_num | 833047806 |
| open_access_boolean | |
| physical | xxvii, 1135 p. |
| psigel | ZDB-38-ESG |
| publishDate | 2013 |
| publishDateSearch | 2013 |
| publishDateSort | 2013 |
| publisher | Wiley-Interscience |
| record_format | marc |
| spelling | Chang, Chein-I. Verfasser aut Hyperspectral data processing algorithm design and analysis Chein-I Chang Hoboken, N.J. Wiley-Interscience 2013 xxvii, 1135 p. txt rdacontent c rdamedia cr rdacarrier Includes bibliographical references and index "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"-- Image processing Digital techniques Spectroscopic imaging Signal processing Fernerkundung (DE-588)4016796-3 gnd rswk-swf Signalverarbeitung (DE-588)4054947-1 gnd rswk-swf Bildanalyse (DE-588)4145391-8 gnd rswk-swf Fernerkundung (DE-588)4016796-3 s Signalverarbeitung (DE-588)4054947-1 s Bildanalyse (DE-588)4145391-8 s 1\p DE-604 Chang, Chein-I. Sonstige oth Erscheint auch als Druck-Ausgabe, Hardcover 978-0-471-69056-6 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Chang, Chein-I Hyperspectral data processing algorithm design and analysis Includes bibliographical references and index "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"-- Image processing Digital techniques Spectroscopic imaging Signal processing Fernerkundung (DE-588)4016796-3 gnd Signalverarbeitung (DE-588)4054947-1 gnd Bildanalyse (DE-588)4145391-8 gnd |
| subject_GND | (DE-588)4016796-3 (DE-588)4054947-1 (DE-588)4145391-8 |
| title | Hyperspectral data processing algorithm design and analysis |
| title_auth | Hyperspectral data processing algorithm design and analysis |
| title_exact_search | Hyperspectral data processing algorithm design and analysis |
| title_full | Hyperspectral data processing algorithm design and analysis Chein-I Chang |
| title_fullStr | Hyperspectral data processing algorithm design and analysis Chein-I Chang |
| title_full_unstemmed | Hyperspectral data processing algorithm design and analysis Chein-I Chang |
| title_short | Hyperspectral data processing |
| title_sort | hyperspectral data processing algorithm design and analysis |
| title_sub | algorithm design and analysis |
| topic | Image processing Digital techniques Spectroscopic imaging Signal processing Fernerkundung (DE-588)4016796-3 gnd Signalverarbeitung (DE-588)4054947-1 gnd Bildanalyse (DE-588)4145391-8 gnd |
| topic_facet | Image processing Digital techniques Spectroscopic imaging Signal processing Fernerkundung Signalverarbeitung Bildanalyse |
| work_keys_str_mv | AT changcheini hyperspectraldataprocessingalgorithmdesignandanalysis |