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A Wavelet-Based Multiresolution Reconstruction Method for Fluorescent Molecular Tomography

Image reconstruction of fluorescent molecular tomography (FMT) often involves repeatedly solving large-dimensional matrix equations, which are computationally expensive, especially for the case where there are large deviations in the optical properties between the target and the reference medium. In...

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Detalles Bibliográficos
Autores principales: Zou, Wei, Wang, Jiajun, Wu, Kongpei, Feng, David Dagan
Formato: Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2009
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2715901/
https://www.ncbi.nlm.nih.gov/pubmed/19644557
http://dx.doi.org/10.1155/2009/294545
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author Zou, Wei
Wang, Jiajun
Wu, Kongpei
Feng, David Dagan
author_facet Zou, Wei
Wang, Jiajun
Wu, Kongpei
Feng, David Dagan
author_sort Zou, Wei
collection PubMed
description Image reconstruction of fluorescent molecular tomography (FMT) often involves repeatedly solving large-dimensional matrix equations, which are computationally expensive, especially for the case where there are large deviations in the optical properties between the target and the reference medium. In this paper, a wavelet-based multiresolution reconstruction approach is proposed for the FMT reconstruction in combination with a parallel forward computing strategy, in which both the forward and the inverse problems of FMT are solved in the wavelet domain. Simulation results demonstrate that the proposed approach can significantly speed up the reconstruction process and improve the image quality of FMT.
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spelling pubmed-27159012009-07-30 A Wavelet-Based Multiresolution Reconstruction Method for Fluorescent Molecular Tomography Zou, Wei Wang, Jiajun Wu, Kongpei Feng, David Dagan Int J Biomed Imaging Research Article Image reconstruction of fluorescent molecular tomography (FMT) often involves repeatedly solving large-dimensional matrix equations, which are computationally expensive, especially for the case where there are large deviations in the optical properties between the target and the reference medium. In this paper, a wavelet-based multiresolution reconstruction approach is proposed for the FMT reconstruction in combination with a parallel forward computing strategy, in which both the forward and the inverse problems of FMT are solved in the wavelet domain. Simulation results demonstrate that the proposed approach can significantly speed up the reconstruction process and improve the image quality of FMT. Hindawi Publishing Corporation 2009 2009-07-22 /pmc/articles/PMC2715901/ /pubmed/19644557 http://dx.doi.org/10.1155/2009/294545 Text en Copyright © 2009 Wei Zou et al. https://creativecommons.org/licenses/by/3.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Zou, Wei
Wang, Jiajun
Wu, Kongpei
Feng, David Dagan
A Wavelet-Based Multiresolution Reconstruction Method for Fluorescent Molecular Tomography
title A Wavelet-Based Multiresolution Reconstruction Method for Fluorescent Molecular Tomography
title_full A Wavelet-Based Multiresolution Reconstruction Method for Fluorescent Molecular Tomography
title_fullStr A Wavelet-Based Multiresolution Reconstruction Method for Fluorescent Molecular Tomography
title_full_unstemmed A Wavelet-Based Multiresolution Reconstruction Method for Fluorescent Molecular Tomography
title_short A Wavelet-Based Multiresolution Reconstruction Method for Fluorescent Molecular Tomography
title_sort wavelet-based multiresolution reconstruction method for fluorescent molecular tomography
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2715901/
https://www.ncbi.nlm.nih.gov/pubmed/19644557
http://dx.doi.org/10.1155/2009/294545
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