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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...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Society of Photo-Optical Instrumentation Engineers
2022
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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. |
format | Online Article Text |
id | pubmed-9424913 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Society of Photo-Optical Instrumentation Engineers |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT juttelennart registrationofpolarimetricimagesforinvivoskindiagnostics AT sharmagaurav registrationofpolarimetricimagesforinvivoskindiagnostics AT patelharshkumar registrationofpolarimetricimagesforinvivoskindiagnostics AT rothbernhard registrationofpolarimetricimagesforinvivoskindiagnostics |