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Reconstruction of Optical Vector-Fields With Applications in Endoscopic Imaging

We introduce a framework for the reconstruction of the amplitude, phase, and polarization of an optical vector-field using measurements acquired by an imaging device characterized by an integral transform with an unknown spatially variant kernel. By incorporating effective regularization terms, this...

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Detalles Bibliográficos
Formato: Online Artículo Texto
Lenguaje:English
Publicado: IEEE 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6456146/
https://www.ncbi.nlm.nih.gov/pubmed/30334753
http://dx.doi.org/10.1109/TMI.2018.2875875
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collection PubMed
description We introduce a framework for the reconstruction of the amplitude, phase, and polarization of an optical vector-field using measurements acquired by an imaging device characterized by an integral transform with an unknown spatially variant kernel. By incorporating effective regularization terms, this new approach is able to recover an optical vector-field with respect to an arbitrary representation system, which may be different from the one used for device calibration. In particular, it enables the recovery of an optical vector-field with respect to a Fourier basis, which is shown to yield indicative features of increased scattering associated with tissue abnormalities. We demonstrate the effectiveness of our approach using synthetic holographic images and biological tissue samples in an experimental setting, where the measurements of an optical vector-field are acquired by a multicore fiber endoscope, and observe that indeed the recovered Fourier coefficients are useful in distinguishing healthy tissues from tumors in early stages of oesophageal cancer.
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spelling pubmed-64561462019-04-16 Reconstruction of Optical Vector-Fields With Applications in Endoscopic Imaging IEEE Trans Med Imaging Article We introduce a framework for the reconstruction of the amplitude, phase, and polarization of an optical vector-field using measurements acquired by an imaging device characterized by an integral transform with an unknown spatially variant kernel. By incorporating effective regularization terms, this new approach is able to recover an optical vector-field with respect to an arbitrary representation system, which may be different from the one used for device calibration. In particular, it enables the recovery of an optical vector-field with respect to a Fourier basis, which is shown to yield indicative features of increased scattering associated with tissue abnormalities. We demonstrate the effectiveness of our approach using synthetic holographic images and biological tissue samples in an experimental setting, where the measurements of an optical vector-field are acquired by a multicore fiber endoscope, and observe that indeed the recovered Fourier coefficients are useful in distinguishing healthy tissues from tumors in early stages of oesophageal cancer. IEEE 2018-10-12 /pmc/articles/PMC6456146/ /pubmed/30334753 http://dx.doi.org/10.1109/TMI.2018.2875875 Text en This work is licensed under a Creative Commons Attribution 3.0 License. For more information, see http://creativecommons.org/licenses/by/3.0/
spellingShingle Article
Reconstruction of Optical Vector-Fields With Applications in Endoscopic Imaging
title Reconstruction of Optical Vector-Fields With Applications in Endoscopic Imaging
title_full Reconstruction of Optical Vector-Fields With Applications in Endoscopic Imaging
title_fullStr Reconstruction of Optical Vector-Fields With Applications in Endoscopic Imaging
title_full_unstemmed Reconstruction of Optical Vector-Fields With Applications in Endoscopic Imaging
title_short Reconstruction of Optical Vector-Fields With Applications in Endoscopic Imaging
title_sort reconstruction of optical vector-fields with applications in endoscopic imaging
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6456146/
https://www.ncbi.nlm.nih.gov/pubmed/30334753
http://dx.doi.org/10.1109/TMI.2018.2875875
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