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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”...
Autores principales: | , , |
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Formato: | Texto |
Lenguaje: | English |
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Optical Society of America
2011
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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. |
format | Text |
id | pubmed-3072126 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2011 |
publisher | Optical Society of America |
record_format | MEDLINE/PubMed |
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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