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Registration of polarimetric images for in vivo skin diagnostics

SIGNIFICANCE: Mueller matrix (MM) polarimetry is a promising tool for the detection of skin cancer. Polarimetric in vivo measurements often suffer from misalignment of the polarimetric images due to motion, which can lead to false results. AIM: We aim to provide an easy-to-implement polarimetric ima...

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Autores principales: Jütte, Lennart, Sharma, Gaurav, Patel, Harshkumar, Roth, Bernhard
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Society of Photo-Optical Instrumentation Engineers 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9424913/
https://www.ncbi.nlm.nih.gov/pubmed/36042549
http://dx.doi.org/10.1117/1.JBO.27.9.096001
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author Jütte, Lennart
Sharma, Gaurav
Patel, Harshkumar
Roth, Bernhard
author_facet Jütte, Lennart
Sharma, Gaurav
Patel, Harshkumar
Roth, Bernhard
author_sort Jütte, Lennart
collection PubMed
description SIGNIFICANCE: Mueller matrix (MM) polarimetry is a promising tool for the detection of skin cancer. Polarimetric in vivo measurements often suffer from misalignment of the polarimetric images due to motion, which can lead to false results. AIM: We aim to provide an easy-to-implement polarimetric image data registration method to ensure proper image alignment. APPROACH: A feature-based image registration is implemented for an MM polarimeter for phantom and in vivo human skin measurements. RESULTS: We show that the keypoint-based registration of polarimetric images is necessary for in vivo skin polarimetry to ensure reliable results. Further, we deliver an efficient semiautomated method for the registration of polarimetric images. CONCLUSIONS: Image registration for in vivo polarimetry of human skin is required for improved diagnostics and can be efficiently enhanced with a keypoint-based approach.
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spelling pubmed-94249132022-08-31 Registration of polarimetric images for in vivo skin diagnostics Jütte, Lennart Sharma, Gaurav Patel, Harshkumar Roth, Bernhard J Biomed Opt Imaging SIGNIFICANCE: Mueller matrix (MM) polarimetry is a promising tool for the detection of skin cancer. Polarimetric in vivo measurements often suffer from misalignment of the polarimetric images due to motion, which can lead to false results. AIM: We aim to provide an easy-to-implement polarimetric image data registration method to ensure proper image alignment. APPROACH: A feature-based image registration is implemented for an MM polarimeter for phantom and in vivo human skin measurements. RESULTS: We show that the keypoint-based registration of polarimetric images is necessary for in vivo skin polarimetry to ensure reliable results. Further, we deliver an efficient semiautomated method for the registration of polarimetric images. CONCLUSIONS: Image registration for in vivo polarimetry of human skin is required for improved diagnostics and can be efficiently enhanced with a keypoint-based approach. Society of Photo-Optical Instrumentation Engineers 2022-08-30 2022-09 /pmc/articles/PMC9424913/ /pubmed/36042549 http://dx.doi.org/10.1117/1.JBO.27.9.096001 Text en © 2022 The Authors https://creativecommons.org/licenses/by/4.0/Published by SPIE under a Creative Commons Attribution 4.0 International License. Distribution or reproduction of this work in whole or in part requires full attribution of the original publication, including its DOI.
spellingShingle Imaging
Jütte, Lennart
Sharma, Gaurav
Patel, Harshkumar
Roth, Bernhard
Registration of polarimetric images for in vivo skin diagnostics
title Registration of polarimetric images for in vivo skin diagnostics
title_full Registration of polarimetric images for in vivo skin diagnostics
title_fullStr Registration of polarimetric images for in vivo skin diagnostics
title_full_unstemmed Registration of polarimetric images for in vivo skin diagnostics
title_short Registration of polarimetric images for in vivo skin diagnostics
title_sort registration of polarimetric images for in vivo skin diagnostics
topic Imaging
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9424913/
https://www.ncbi.nlm.nih.gov/pubmed/36042549
http://dx.doi.org/10.1117/1.JBO.27.9.096001
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AT patelharshkumar registrationofpolarimetricimagesforinvivoskindiagnostics
AT rothbernhard registrationofpolarimetricimagesforinvivoskindiagnostics