Materialklassifikation in optischen Inspektionssystemen mithilfe hyperspektraler Daten

In this work, different methods for material classification by hyperspectral images in the near infrared range are investigated. Specifically, the design of problem-adapted camera systems and the choice of optimal optical filters are discussed. In addition, a method for the fusion of multiple camera...

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Superior document:Forschungsberichte aus der Industriellen Informationstechnik / Institut für Industrielle Informationstechnik (IIIT), Karlsruher Institut für Technologie
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Year of Publication:2014
Language:German
Series:Forschungsberichte aus der Industriellen Informationstechnik / Institut für Industrielle Informationstechnik (IIIT), Karlsruher Institut für Technologie
Physical Description:1 electronic resource (XI, 222 p. p.)
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spelling Michelsburg, Matthias auth
Materialklassifikation in optischen Inspektionssystemen mithilfe hyperspektraler Daten
KIT Scientific Publishing 2014
1 electronic resource (XI, 222 p. p.)
text txt rdacontent
computer c rdamedia
online resource cr rdacarrier
Forschungsberichte aus der Industriellen Informationstechnik / Institut für Industrielle Informationstechnik (IIIT), Karlsruher Institut für Technologie
In this work, different methods for material classification by hyperspectral images in the near infrared range are investigated. Specifically, the design of problem-adapted camera systems and the choice of optimal optical filters are discussed. In addition, a method for the fusion of multiple camera signals by spectral unmixing is presented.
German
Klassifikation
Materialvisual inspection
material
hyperspectral
Inspektionssystem
Sichtprüfung
classification
hyperspektral
3-7315-0273-9
language German
format eBook
author Michelsburg, Matthias
spellingShingle Michelsburg, Matthias
Materialklassifikation in optischen Inspektionssystemen mithilfe hyperspektraler Daten
Forschungsberichte aus der Industriellen Informationstechnik / Institut für Industrielle Informationstechnik (IIIT), Karlsruher Institut für Technologie
author_facet Michelsburg, Matthias
author_variant m m mm
author_sort Michelsburg, Matthias
title Materialklassifikation in optischen Inspektionssystemen mithilfe hyperspektraler Daten
title_full Materialklassifikation in optischen Inspektionssystemen mithilfe hyperspektraler Daten
title_fullStr Materialklassifikation in optischen Inspektionssystemen mithilfe hyperspektraler Daten
title_full_unstemmed Materialklassifikation in optischen Inspektionssystemen mithilfe hyperspektraler Daten
title_auth Materialklassifikation in optischen Inspektionssystemen mithilfe hyperspektraler Daten
title_new Materialklassifikation in optischen Inspektionssystemen mithilfe hyperspektraler Daten
title_sort materialklassifikation in optischen inspektionssystemen mithilfe hyperspektraler daten
series Forschungsberichte aus der Industriellen Informationstechnik / Institut für Industrielle Informationstechnik (IIIT), Karlsruher Institut für Technologie
series2 Forschungsberichte aus der Industriellen Informationstechnik / Institut für Industrielle Informationstechnik (IIIT), Karlsruher Institut für Technologie
publisher KIT Scientific Publishing
publishDate 2014
physical 1 electronic resource (XI, 222 p. p.)
isbn 1000043415
3-7315-0273-9
illustrated Not Illustrated
work_keys_str_mv AT michelsburgmatthias materialklassifikationinoptischeninspektionssystemenmithilfehyperspektralerdaten
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hierarchy_parent_title Forschungsberichte aus der Industriellen Informationstechnik / Institut für Industrielle Informationstechnik (IIIT), Karlsruher Institut für Technologie
is_hierarchy_title Materialklassifikation in optischen Inspektionssystemen mithilfe hyperspektraler Daten
container_title Forschungsberichte aus der Industriellen Informationstechnik / Institut für Industrielle Informationstechnik (IIIT), Karlsruher Institut für Technologie
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