Hyperspectral data processing: algorithm design and analysis
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Hoboken, N.J.
Wiley-Interscience
2013
|
| Schlagworte: | |
| Beschreibung: | 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"-- |
| Beschreibung: | xxvii, 1135 p. |
| ISBN: | 9781118269756 |
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| 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. | ||
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| 500 | |a Includes bibliographical references and index | ||
| 500 | |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"-- | ||
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Datensatz im Suchindex
| _version_ | 1804177271516299264 |
|---|---|
| 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 | BV044160730 |
| collection | ZDB-30-PAD |
| ctrlnum | (ZDB-30-PAD)EBC832589 (ZDB-89-EBL)EBL832589 (OCoLC)829462280 (DE-599)BVBBV044160730 |
| 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.BV044160730 |
| illustrated | Not Illustrated |
| indexdate | 2024-07-10T07:45:26Z |
| institution | BVB |
| isbn | 9781118269756 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-029567575 |
| oclc_num | 829462280 |
| open_access_boolean | |
| physical | xxvii, 1135 p. |
| psigel | ZDB-30-PAD |
| 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 Signalverarbeitung (DE-588)4054947-1 gnd rswk-swf Fernerkundung (DE-588)4016796-3 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 Image processing Digital techniques Spectroscopic imaging Signal processing Signalverarbeitung (DE-588)4054947-1 gnd Fernerkundung (DE-588)4016796-3 gnd Bildanalyse (DE-588)4145391-8 gnd |
| subject_GND | (DE-588)4054947-1 (DE-588)4016796-3 (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 Signalverarbeitung (DE-588)4054947-1 gnd Fernerkundung (DE-588)4016796-3 gnd Bildanalyse (DE-588)4145391-8 gnd |
| topic_facet | Image processing Digital techniques Spectroscopic imaging Signal processing Signalverarbeitung Fernerkundung Bildanalyse |
| work_keys_str_mv | AT changcheini hyperspectraldataprocessingalgorithmdesignandanalysis |