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Proof of Principle for Direct Reconstruction of Qualitative Depth Information from Turbid Media by a Single Hyper Spectral Image

In medical applications, hyper-spectral imaging is becoming more and more common. It has been shown to be more effective for classification and segmentation than normal RGB imaging because narrower wavelength bands are used, providing a higher contrast. However, until now, the fact that hyper-spectr...

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Autores principales: Hohmann, Martin, Hecht, Damaris, Lengenfelder, Benjamin, Späth, Moritz, Klämpfl, Florian, Schmidt, Michael
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8073672/
https://www.ncbi.nlm.nih.gov/pubmed/33921629
http://dx.doi.org/10.3390/s21082860
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author Hohmann, Martin
Hecht, Damaris
Lengenfelder, Benjamin
Späth, Moritz
Klämpfl, Florian
Schmidt, Michael
author_facet Hohmann, Martin
Hecht, Damaris
Lengenfelder, Benjamin
Späth, Moritz
Klämpfl, Florian
Schmidt, Michael
author_sort Hohmann, Martin
collection PubMed
description In medical applications, hyper-spectral imaging is becoming more and more common. It has been shown to be more effective for classification and segmentation than normal RGB imaging because narrower wavelength bands are used, providing a higher contrast. However, until now, the fact that hyper-spectral images also contain information about the three-dimensional structure of turbid media has been neglected. In this study, it is shown that it is possible to derive information about the depth of inclusions in turbid phantoms from a single hyper-spectral image. Here, the depth information is encoded by a combination of scattering and absorption within the phantom. Although scatter-dominated regions increase the backscattering for deep vessels, absorption has the opposite effect. With this argumentation, it makes sense to assume that, under certain conditions, a wavelength is not influenced by the depth of the inclusion and acts as an iso-point. This iso-point could be used to easily derive information about the depth of an inclusion. In this study, it is shown that the iso-point exists in some cases. Moreover, it is shown that the iso-point can be used to obtain precise depth information.
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spelling pubmed-80736722021-04-27 Proof of Principle for Direct Reconstruction of Qualitative Depth Information from Turbid Media by a Single Hyper Spectral Image Hohmann, Martin Hecht, Damaris Lengenfelder, Benjamin Späth, Moritz Klämpfl, Florian Schmidt, Michael Sensors (Basel) Communication In medical applications, hyper-spectral imaging is becoming more and more common. It has been shown to be more effective for classification and segmentation than normal RGB imaging because narrower wavelength bands are used, providing a higher contrast. However, until now, the fact that hyper-spectral images also contain information about the three-dimensional structure of turbid media has been neglected. In this study, it is shown that it is possible to derive information about the depth of inclusions in turbid phantoms from a single hyper-spectral image. Here, the depth information is encoded by a combination of scattering and absorption within the phantom. Although scatter-dominated regions increase the backscattering for deep vessels, absorption has the opposite effect. With this argumentation, it makes sense to assume that, under certain conditions, a wavelength is not influenced by the depth of the inclusion and acts as an iso-point. This iso-point could be used to easily derive information about the depth of an inclusion. In this study, it is shown that the iso-point exists in some cases. Moreover, it is shown that the iso-point can be used to obtain precise depth information. MDPI 2021-04-19 /pmc/articles/PMC8073672/ /pubmed/33921629 http://dx.doi.org/10.3390/s21082860 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Communication
Hohmann, Martin
Hecht, Damaris
Lengenfelder, Benjamin
Späth, Moritz
Klämpfl, Florian
Schmidt, Michael
Proof of Principle for Direct Reconstruction of Qualitative Depth Information from Turbid Media by a Single Hyper Spectral Image
title Proof of Principle for Direct Reconstruction of Qualitative Depth Information from Turbid Media by a Single Hyper Spectral Image
title_full Proof of Principle for Direct Reconstruction of Qualitative Depth Information from Turbid Media by a Single Hyper Spectral Image
title_fullStr Proof of Principle for Direct Reconstruction of Qualitative Depth Information from Turbid Media by a Single Hyper Spectral Image
title_full_unstemmed Proof of Principle for Direct Reconstruction of Qualitative Depth Information from Turbid Media by a Single Hyper Spectral Image
title_short Proof of Principle for Direct Reconstruction of Qualitative Depth Information from Turbid Media by a Single Hyper Spectral Image
title_sort proof of principle for direct reconstruction of qualitative depth information from turbid media by a single hyper spectral image
topic Communication
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8073672/
https://www.ncbi.nlm.nih.gov/pubmed/33921629
http://dx.doi.org/10.3390/s21082860
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