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Clean image synthesis and target numerical marching for optical imaging with backscattering light

Scanning backscattering imaging and independent component analysis (ICA) are used to probe targets hidden in the subsurface of a turbid medium. A new correction procedure is proposed and used to synthesize a “clean” image of a homogeneous host medium numerically from a set of raster-scanned “dirty”...

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Detalles Bibliográficos
Autores principales: Xu, Min, Pu, Yang, Wang, Wubao
Formato: Texto
Lenguaje:English
Publicado: Optical Society of America 2011
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3072126/
https://www.ncbi.nlm.nih.gov/pubmed/21483608
http://dx.doi.org/10.1364/BOE.2.000850
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author Xu, Min
Pu, Yang
Wang, Wubao
author_facet Xu, Min
Pu, Yang
Wang, Wubao
author_sort Xu, Min
collection PubMed
description Scanning backscattering imaging and independent component analysis (ICA) are used to probe targets hidden in the subsurface of a turbid medium. A new correction procedure is proposed and used to synthesize a “clean” image of a homogeneous host medium numerically from a set of raster-scanned “dirty” backscattering images of the medium with embedded targets. The independent intensity distributions on the surface of the medium corresponding to individual targets are then unmixed using ICA of the difference between the set of dirty images and the clean image. The target positions are localized by a novel analytical method, which marches the target to the surface of the turbid medium until a match with the retrieved independent component is accomplished. The unknown surface property of the turbid medium is automatically accounted for by this method. Employing clean image synthesis and target numerical marching, three-dimensional (3D) localization of objects embedded inside a turbid medium using independent component analysis in a backscattering geometry is demonstrated for the first time, using as an example, imaging a small piece of cancerous prostate tissue embedded in a host consisting of normal prostate tissue.
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spelling pubmed-30721262011-04-11 Clean image synthesis and target numerical marching for optical imaging with backscattering light Xu, Min Pu, Yang Wang, Wubao Biomed Opt Express Diffuse Optical Imaging Scanning backscattering imaging and independent component analysis (ICA) are used to probe targets hidden in the subsurface of a turbid medium. A new correction procedure is proposed and used to synthesize a “clean” image of a homogeneous host medium numerically from a set of raster-scanned “dirty” backscattering images of the medium with embedded targets. The independent intensity distributions on the surface of the medium corresponding to individual targets are then unmixed using ICA of the difference between the set of dirty images and the clean image. The target positions are localized by a novel analytical method, which marches the target to the surface of the turbid medium until a match with the retrieved independent component is accomplished. The unknown surface property of the turbid medium is automatically accounted for by this method. Employing clean image synthesis and target numerical marching, three-dimensional (3D) localization of objects embedded inside a turbid medium using independent component analysis in a backscattering geometry is demonstrated for the first time, using as an example, imaging a small piece of cancerous prostate tissue embedded in a host consisting of normal prostate tissue. Optical Society of America 2011-03-14 /pmc/articles/PMC3072126/ /pubmed/21483608 http://dx.doi.org/10.1364/BOE.2.000850 Text en ©2011 Optical Society of America http://creativecommons.org/licenses/by-nc-nd/3.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution-Noncommercial-No Derivative Works 3.0 Unported License, which permits download and redistribution, provided that the original work is properly cited. This license restricts the article from being modified or used commercially.
spellingShingle Diffuse Optical Imaging
Xu, Min
Pu, Yang
Wang, Wubao
Clean image synthesis and target numerical marching for optical imaging with backscattering light
title Clean image synthesis and target numerical marching for optical imaging with backscattering light
title_full Clean image synthesis and target numerical marching for optical imaging with backscattering light
title_fullStr Clean image synthesis and target numerical marching for optical imaging with backscattering light
title_full_unstemmed Clean image synthesis and target numerical marching for optical imaging with backscattering light
title_short Clean image synthesis and target numerical marching for optical imaging with backscattering light
title_sort clean image synthesis and target numerical marching for optical imaging with backscattering light
topic Diffuse Optical Imaging
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3072126/
https://www.ncbi.nlm.nih.gov/pubmed/21483608
http://dx.doi.org/10.1364/BOE.2.000850
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