Quantitative coating thickness determination using a coefficient-independent hyperspectral scattering model
Abstract Background Hyperspectral imaging is a technique that enables the mapping of spectral signatures across a surface. It is most commonly used for surface chemical mapping in fields as diverse as satellite remote sensing, biomedical imaging and heritage science. Existing models, such as the Kub...
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doaj-ee1b13e8368a4cb4af5cd669f636a3612020-11-25T01:27:09ZengSpringerOpenJournal of the European Optical Society-Rapid Publications1990-25732017-12-0113111210.1186/s41476-017-0068-2Quantitative coating thickness determination using a coefficient-independent hyperspectral scattering modelLiesbeth M. Dingemans0Vassilis M. Papadakis1Ping Liu2Aurèle J. L. Adam3Roger M. Groves4Aerospace Non-Destructive Testing Laboratory, Delft University of TechnologyAerospace Non-Destructive Testing Laboratory, Delft University of TechnologyAerospace Non-Destructive Testing Laboratory, Delft University of TechnologyDepartment of Imaging Physics, Delft University of TechnologyAerospace Non-Destructive Testing Laboratory, Delft University of TechnologyAbstract Background Hyperspectral imaging is a technique that enables the mapping of spectral signatures across a surface. It is most commonly used for surface chemical mapping in fields as diverse as satellite remote sensing, biomedical imaging and heritage science. Existing models, such as the Kubelka-Munk theory and the Lambert-Beer law also relate layer thickness with absorption, and in the case of the Kubelka-Munk theory scattering, however they are not able to fully describe the complex behavior of the light-layer interaction. Methods This paper describes a new approach for hyperspectral imaging, the mapping of coating surface thickness using a coefficient-independent scattering model. The approach taken in this paper is to model the absorption and scattering behavior using a developed coefficient-independent model, calibrated using reference sample thickness measurements performed with optical coherence tomography. Results The results show that this new model, by considering the spectral variation that can be recorded by the hyperspectral imaging camera, is able to measure coatings of 250 μm thickness with an accuracy of 11 μm in a fast and repeatable way. Conclusions The new coefficient-independent scattering model presented can successfully measure the thickness of coatings from hyperspectral imaging data.http://link.springer.com/article/10.1186/s41476-017-0068-2AbsorptionScatteringCoating thickness measurementHyperspectral imagingQuantitative imaging |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Liesbeth M. Dingemans Vassilis M. Papadakis Ping Liu Aurèle J. L. Adam Roger M. Groves |
spellingShingle |
Liesbeth M. Dingemans Vassilis M. Papadakis Ping Liu Aurèle J. L. Adam Roger M. Groves Quantitative coating thickness determination using a coefficient-independent hyperspectral scattering model Journal of the European Optical Society-Rapid Publications Absorption Scattering Coating thickness measurement Hyperspectral imaging Quantitative imaging |
author_facet |
Liesbeth M. Dingemans Vassilis M. Papadakis Ping Liu Aurèle J. L. Adam Roger M. Groves |
author_sort |
Liesbeth M. Dingemans |
title |
Quantitative coating thickness determination using a coefficient-independent hyperspectral scattering model |
title_short |
Quantitative coating thickness determination using a coefficient-independent hyperspectral scattering model |
title_full |
Quantitative coating thickness determination using a coefficient-independent hyperspectral scattering model |
title_fullStr |
Quantitative coating thickness determination using a coefficient-independent hyperspectral scattering model |
title_full_unstemmed |
Quantitative coating thickness determination using a coefficient-independent hyperspectral scattering model |
title_sort |
quantitative coating thickness determination using a coefficient-independent hyperspectral scattering model |
publisher |
SpringerOpen |
series |
Journal of the European Optical Society-Rapid Publications |
issn |
1990-2573 |
publishDate |
2017-12-01 |
description |
Abstract Background Hyperspectral imaging is a technique that enables the mapping of spectral signatures across a surface. It is most commonly used for surface chemical mapping in fields as diverse as satellite remote sensing, biomedical imaging and heritage science. Existing models, such as the Kubelka-Munk theory and the Lambert-Beer law also relate layer thickness with absorption, and in the case of the Kubelka-Munk theory scattering, however they are not able to fully describe the complex behavior of the light-layer interaction. Methods This paper describes a new approach for hyperspectral imaging, the mapping of coating surface thickness using a coefficient-independent scattering model. The approach taken in this paper is to model the absorption and scattering behavior using a developed coefficient-independent model, calibrated using reference sample thickness measurements performed with optical coherence tomography. Results The results show that this new model, by considering the spectral variation that can be recorded by the hyperspectral imaging camera, is able to measure coatings of 250 μm thickness with an accuracy of 11 μm in a fast and repeatable way. Conclusions The new coefficient-independent scattering model presented can successfully measure the thickness of coatings from hyperspectral imaging data. |
topic |
Absorption Scattering Coating thickness measurement Hyperspectral imaging Quantitative imaging |
url |
http://link.springer.com/article/10.1186/s41476-017-0068-2 |
work_keys_str_mv |
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