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Robust real-time imaging through flexible multimode fibers
Conventional endoscopes comprise a bundle of optical fibers, associating one fiber for each pixel in the image. In principle, this can be reduced to a single multimode optical fiber (MMF), the width of a human hair, with one fiber spatial-mode per image pixel. However, images transmitted through a M...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10349048/ https://www.ncbi.nlm.nih.gov/pubmed/37452098 http://dx.doi.org/10.1038/s41598-023-38480-4 |
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author | Abdulaziz, Abdullah Mekhail, Simon Peter Altmann, Yoann Padgett, Miles J. McLaughlin, Stephen |
author_facet | Abdulaziz, Abdullah Mekhail, Simon Peter Altmann, Yoann Padgett, Miles J. McLaughlin, Stephen |
author_sort | Abdulaziz, Abdullah |
collection | PubMed |
description | Conventional endoscopes comprise a bundle of optical fibers, associating one fiber for each pixel in the image. In principle, this can be reduced to a single multimode optical fiber (MMF), the width of a human hair, with one fiber spatial-mode per image pixel. However, images transmitted through a MMF emerge as unrecognizable speckle patterns due to dispersion and coupling between the spatial modes of the fiber. Furthermore, speckle patterns change as the fiber undergoes bending, making the use of MMFs in flexible imaging applications even more complicated. In this paper, we propose a real-time imaging system using flexible MMFs, but which is robust to bending. Our approach does not require access or feedback signal from the distal end of the fiber during imaging. We leverage a variational autoencoder to reconstruct and classify images from the speckles and show that these images can still be recovered when the bend configuration of the fiber is changed to one that was not part of the training set. We utilize a MMF 300 mm long with a 62.5 μm core for imaging [Formula: see text] cm objects placed approximately at 20 cm from the fiber and the system can deal with a change in fiber bend of 50[Formula: see text] and range of movement of 8 cm. |
format | Online Article Text |
id | pubmed-10349048 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-103490482023-07-16 Robust real-time imaging through flexible multimode fibers Abdulaziz, Abdullah Mekhail, Simon Peter Altmann, Yoann Padgett, Miles J. McLaughlin, Stephen Sci Rep Article Conventional endoscopes comprise a bundle of optical fibers, associating one fiber for each pixel in the image. In principle, this can be reduced to a single multimode optical fiber (MMF), the width of a human hair, with one fiber spatial-mode per image pixel. However, images transmitted through a MMF emerge as unrecognizable speckle patterns due to dispersion and coupling between the spatial modes of the fiber. Furthermore, speckle patterns change as the fiber undergoes bending, making the use of MMFs in flexible imaging applications even more complicated. In this paper, we propose a real-time imaging system using flexible MMFs, but which is robust to bending. Our approach does not require access or feedback signal from the distal end of the fiber during imaging. We leverage a variational autoencoder to reconstruct and classify images from the speckles and show that these images can still be recovered when the bend configuration of the fiber is changed to one that was not part of the training set. We utilize a MMF 300 mm long with a 62.5 μm core for imaging [Formula: see text] cm objects placed approximately at 20 cm from the fiber and the system can deal with a change in fiber bend of 50[Formula: see text] and range of movement of 8 cm. Nature Publishing Group UK 2023-07-14 /pmc/articles/PMC10349048/ /pubmed/37452098 http://dx.doi.org/10.1038/s41598-023-38480-4 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Abdulaziz, Abdullah Mekhail, Simon Peter Altmann, Yoann Padgett, Miles J. McLaughlin, Stephen Robust real-time imaging through flexible multimode fibers |
title | Robust real-time imaging through flexible multimode fibers |
title_full | Robust real-time imaging through flexible multimode fibers |
title_fullStr | Robust real-time imaging through flexible multimode fibers |
title_full_unstemmed | Robust real-time imaging through flexible multimode fibers |
title_short | Robust real-time imaging through flexible multimode fibers |
title_sort | robust real-time imaging through flexible multimode fibers |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10349048/ https://www.ncbi.nlm.nih.gov/pubmed/37452098 http://dx.doi.org/10.1038/s41598-023-38480-4 |
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