Hyperspectral Imaging: Techniques for Spectral Detection and Classification
Hyperspectral Imaging: Techniques for Spectral Detection and Classification is an outgrowth of the research conducted over the years in the Remote Sensing Signal and Image Processing Laboratory (RSSIPL) at the University of Maryland, Baltimore County. It explores applications of statistical signal p...
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| Main Author: | |
|---|---|
| Format: | Electronic eBook |
| Language: | English |
| Published: |
New York, NY
Springer US
2003
|
| Edition: | 1st ed. 2003 |
| Subjects: | |
| Online Access: | UBY01 URL des Eerstveröffentlichers |
| Summary: | Hyperspectral Imaging: Techniques for Spectral Detection and Classification is an outgrowth of the research conducted over the years in the Remote Sensing Signal and Image Processing Laboratory (RSSIPL) at the University of Maryland, Baltimore County. It explores applications of statistical signal processing to hyperspectral imaging and further develops non-literal (spectral) techniques for subpixel detection and mixed pixel classification. This text is the first of its kind on the topic and can be considered a recipe book offering various techniques for hyperspectral data exploitation. In particular, some known techniques, such as OSP (Orthogonal Subspace Projection) and CEM (Constrained Energy Minimization) that were previously developed in the RSSIPL, are discussed in great detail. This book is self-contained and can serve as a valuable and useful reference for researchers in academia and practitioners in government and industry |
| Physical Description: | 1 Online-Ressource (XVI, 370 p) |
| ISBN: | 9781441991706 |
| DOI: | 10.1007/978-1-4419-9170-6 |
Staff View
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| illustrated | Not Illustrated |
| index_date | 2024-07-03T16:12:21Z |
| indexdate | 2024-07-10T09:01:33Z |
| institution | BVB |
| isbn | 9781441991706 |
| language | English |
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| spelling | Chein-I Chang Verfasser aut Hyperspectral Imaging Techniques for Spectral Detection and Classification by Chein-I Chang 1st ed. 2003 New York, NY Springer US 2003 1 Online-Ressource (XVI, 370 p) txt rdacontent c rdamedia cr rdacarrier Hyperspectral Imaging: Techniques for Spectral Detection and Classification is an outgrowth of the research conducted over the years in the Remote Sensing Signal and Image Processing Laboratory (RSSIPL) at the University of Maryland, Baltimore County. It explores applications of statistical signal processing to hyperspectral imaging and further develops non-literal (spectral) techniques for subpixel detection and mixed pixel classification. This text is the first of its kind on the topic and can be considered a recipe book offering various techniques for hyperspectral data exploitation. In particular, some known techniques, such as OSP (Orthogonal Subspace Projection) and CEM (Constrained Energy Minimization) that were previously developed in the RSSIPL, are discussed in great detail. This book is self-contained and can serve as a valuable and useful reference for researchers in academia and practitioners in government and industry Image Processing and Computer Vision Atmospheric Sciences Remote Sensing/Photogrammetry Ecotoxicology Imaging / Radiology Optical data processing Atmospheric sciences Remote sensing Radiology Multispektraltechnik (DE-588)4315379-3 gnd rswk-swf Bildverarbeitung (DE-588)4006684-8 gnd rswk-swf Fernerkundung (DE-588)4016796-3 gnd rswk-swf Fernerkundung (DE-588)4016796-3 s Multispektraltechnik (DE-588)4315379-3 s Bildverarbeitung (DE-588)4006684-8 s DE-604 Erscheint auch als Druck-Ausgabe 9781461348207 Erscheint auch als Druck-Ausgabe 9780306474835 Erscheint auch als Druck-Ausgabe 9781441991713 https://doi.org/10.1007/978-1-4419-9170-6 Verlag URL des Eerstveröffentlichers Volltext |
| spellingShingle | Chein-I Chang Hyperspectral Imaging Techniques for Spectral Detection and Classification Image Processing and Computer Vision Atmospheric Sciences Remote Sensing/Photogrammetry Ecotoxicology Imaging / Radiology Optical data processing Atmospheric sciences Remote sensing Radiology Multispektraltechnik (DE-588)4315379-3 gnd Bildverarbeitung (DE-588)4006684-8 gnd Fernerkundung (DE-588)4016796-3 gnd |
| subject_GND | (DE-588)4315379-3 (DE-588)4006684-8 (DE-588)4016796-3 |
| title | Hyperspectral Imaging Techniques for Spectral Detection and Classification |
| title_auth | Hyperspectral Imaging Techniques for Spectral Detection and Classification |
| title_exact_search | Hyperspectral Imaging Techniques for Spectral Detection and Classification |
| title_exact_search_txtP | Hyperspectral Imaging Techniques for Spectral Detection and Classification |
| title_full | Hyperspectral Imaging Techniques for Spectral Detection and Classification by Chein-I Chang |
| title_fullStr | Hyperspectral Imaging Techniques for Spectral Detection and Classification by Chein-I Chang |
| title_full_unstemmed | Hyperspectral Imaging Techniques for Spectral Detection and Classification by Chein-I Chang |
| title_short | Hyperspectral Imaging |
| title_sort | hyperspectral imaging techniques for spectral detection and classification |
| title_sub | Techniques for Spectral Detection and Classification |
| topic | Image Processing and Computer Vision Atmospheric Sciences Remote Sensing/Photogrammetry Ecotoxicology Imaging / Radiology Optical data processing Atmospheric sciences Remote sensing Radiology Multispektraltechnik (DE-588)4315379-3 gnd Bildverarbeitung (DE-588)4006684-8 gnd Fernerkundung (DE-588)4016796-3 gnd |
| topic_facet | Image Processing and Computer Vision Atmospheric Sciences Remote Sensing/Photogrammetry Ecotoxicology Imaging / Radiology Optical data processing Atmospheric sciences Remote sensing Radiology Multispektraltechnik Bildverarbeitung Fernerkundung |
| url | https://doi.org/10.1007/978-1-4419-9170-6 |
| work_keys_str_mv | AT cheinichang hyperspectralimagingtechniquesforspectraldetectionandclassification |