Hyperspectral imaging remote sensing: physics, sensors, and algorithms
A practical and self-contained guide to the principles, techniques, models and tools of imaging spectroscopy. Bringing together material from essential physics and digital signal processing, it covers key topics such as sensor design and calibration, atmospheric inversion and model techniques, and p...
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| Main Authors: | , , |
|---|---|
| Format: | Electronic eBook |
| Language: | English |
| Published: |
Cambridge
Cambridge University Press
2016
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| Subjects: | |
| Online Access: | BSB01 FHN01 Volltext |
| Summary: | A practical and self-contained guide to the principles, techniques, models and tools of imaging spectroscopy. Bringing together material from essential physics and digital signal processing, it covers key topics such as sensor design and calibration, atmospheric inversion and model techniques, and processing and exploitation algorithms. Readers will learn how to apply the main algorithms to practical problems, how to choose the best algorithm for a particular application, and how to process and interpret hyperspectral imaging data. A wealth of additional materials accompany the book online, including example projects and data for students, and problem solutions and viewgraphs for instructors. This is an essential text for senior undergraduate and graduate students looking to learn the fundamentals of imaging spectroscopy, and an invaluable reference for scientists and engineers working in the field |
| Item Description: | Title from publisher's bibliographic system (viewed on 05 Dec 2016) The remote sensing environment -- Spectral properties of materials -- Imaging spectrometers -- Imaging spectrometer characterization and data calibration -- Radiative transfer and atmospheric compensation -- Statistical models for spectral data -- Linear spectral transformations -- Spectral mixture analysis -- Signal detection theory -- Hyperspectral data exploitation |
| Physical Description: | 1 online resource (xiii, 653 pages) |
| ISBN: | 9781316017876 |
| DOI: | 10.1017/CBO9781316017876 |
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| id | DE-604.BV043997600 |
| illustrated | Not Illustrated |
| indexdate | 2024-07-10T07:40:44Z |
| institution | BVB |
| isbn | 9781316017876 |
| language | English |
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| spelling | Manolakis, Dimitris G. (DE-588)1050810430 aut Hyperspectral imaging remote sensing physics, sensors, and algorithms Dimitris G. Manolakis, Ronald B. Lockwood, Thomas W. Cooley Cambridge Cambridge University Press 2016 1 online resource (xiii, 653 pages) txt rdacontent c rdamedia cr rdacarrier Title from publisher's bibliographic system (viewed on 05 Dec 2016) The remote sensing environment -- Spectral properties of materials -- Imaging spectrometers -- Imaging spectrometer characterization and data calibration -- Radiative transfer and atmospheric compensation -- Statistical models for spectral data -- Linear spectral transformations -- Spectral mixture analysis -- Signal detection theory -- Hyperspectral data exploitation A practical and self-contained guide to the principles, techniques, models and tools of imaging spectroscopy. Bringing together material from essential physics and digital signal processing, it covers key topics such as sensor design and calibration, atmospheric inversion and model techniques, and processing and exploitation algorithms. Readers will learn how to apply the main algorithms to practical problems, how to choose the best algorithm for a particular application, and how to process and interpret hyperspectral imaging data. A wealth of additional materials accompany the book online, including example projects and data for students, and problem solutions and viewgraphs for instructors. This is an essential text for senior undergraduate and graduate students looking to learn the fundamentals of imaging spectroscopy, and an invaluable reference for scientists and engineers working in the field Multispectral imaging Remote-sensing images Imaging systems Image processing / Digital techniques Bilderzeugung (DE-588)4197032-9 gnd rswk-swf Fernerkundung (DE-588)4016796-3 gnd rswk-swf Multispektralfotografie (DE-588)4316191-1 gnd rswk-swf Bildauswertung (DE-588)4145394-3 gnd rswk-swf Bildanalyse (DE-588)4145391-8 gnd rswk-swf Bildverarbeitung (DE-588)4006684-8 gnd rswk-swf Fernerkundung (DE-588)4016796-3 s Multispektralfotografie (DE-588)4316191-1 s Bilderzeugung (DE-588)4197032-9 s Bildauswertung (DE-588)4145394-3 s Bildanalyse (DE-588)4145391-8 s Bildverarbeitung (DE-588)4006684-8 s 1\p DE-604 Lockwood, Ronald B. aut Cooley, Thomas W. aut Erscheint auch als Druckausgabe 978-1-107-08366-0 https://doi.org/10.1017/CBO9781316017876 Verlag URL des Erstveröffentlichers Volltext 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Manolakis, Dimitris G. Lockwood, Ronald B. Cooley, Thomas W. Hyperspectral imaging remote sensing physics, sensors, and algorithms Multispectral imaging Remote-sensing images Imaging systems Image processing / Digital techniques Bilderzeugung (DE-588)4197032-9 gnd Fernerkundung (DE-588)4016796-3 gnd Multispektralfotografie (DE-588)4316191-1 gnd Bildauswertung (DE-588)4145394-3 gnd Bildanalyse (DE-588)4145391-8 gnd Bildverarbeitung (DE-588)4006684-8 gnd |
| subject_GND | (DE-588)4197032-9 (DE-588)4016796-3 (DE-588)4316191-1 (DE-588)4145394-3 (DE-588)4145391-8 (DE-588)4006684-8 |
| title | Hyperspectral imaging remote sensing physics, sensors, and algorithms |
| title_auth | Hyperspectral imaging remote sensing physics, sensors, and algorithms |
| title_exact_search | Hyperspectral imaging remote sensing physics, sensors, and algorithms |
| title_full | Hyperspectral imaging remote sensing physics, sensors, and algorithms Dimitris G. Manolakis, Ronald B. Lockwood, Thomas W. Cooley |
| title_fullStr | Hyperspectral imaging remote sensing physics, sensors, and algorithms Dimitris G. Manolakis, Ronald B. Lockwood, Thomas W. Cooley |
| title_full_unstemmed | Hyperspectral imaging remote sensing physics, sensors, and algorithms Dimitris G. Manolakis, Ronald B. Lockwood, Thomas W. Cooley |
| title_short | Hyperspectral imaging remote sensing |
| title_sort | hyperspectral imaging remote sensing physics sensors and algorithms |
| title_sub | physics, sensors, and algorithms |
| topic | Multispectral imaging Remote-sensing images Imaging systems Image processing / Digital techniques Bilderzeugung (DE-588)4197032-9 gnd Fernerkundung (DE-588)4016796-3 gnd Multispektralfotografie (DE-588)4316191-1 gnd Bildauswertung (DE-588)4145394-3 gnd Bildanalyse (DE-588)4145391-8 gnd Bildverarbeitung (DE-588)4006684-8 gnd |
| topic_facet | Multispectral imaging Remote-sensing images Imaging systems Image processing / Digital techniques Bilderzeugung Fernerkundung Multispektralfotografie Bildauswertung Bildanalyse Bildverarbeitung |
| url | https://doi.org/10.1017/CBO9781316017876 |
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