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Scatter and Blurring Compensation in Inhomogeneous Media Using a Postprocessing Method

An efficient postprocessing method to compensate for the scattering and blurring effects in inhomogeneous medium in SPECT is proposed. A two-dimensional point spread function (2D-PSF) was estimated in the image domain to model the combination of these two physical effects. This 2D-PSF in the inhomog...

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Detalles Bibliográficos
Autores principales: Yan, Yan, Zeng, Gengsheng L.
Formato: Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2008
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2650963/
https://www.ncbi.nlm.nih.gov/pubmed/19277117
http://dx.doi.org/10.1155/2008/806705
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author Yan, Yan
Zeng, Gengsheng L.
author_facet Yan, Yan
Zeng, Gengsheng L.
author_sort Yan, Yan
collection PubMed
description An efficient postprocessing method to compensate for the scattering and blurring effects in inhomogeneous medium in SPECT is proposed. A two-dimensional point spread function (2D-PSF) was estimated in the image domain to model the combination of these two physical effects. This 2D-PSF in the inhomogeneous medium is fitted with an asymmetric Gaussian function based on Monte Carlo simulation results. An efficient further blurring and deconvolution method was used to restore images from the spatially variant 2D-PSF kernel. The compensation is performed using a computer-simulated NCAT phantom and a flanged Jaszczak experimental phantom. The preliminary results demonstrate an improvement in image quality and quantity accuracy with increased image contrast (25% increase compared to uncompensated image) and decreased error (40% decrease compared to uncompensated image). This method also offers an alternative to compensate for scatter and blurring in a more time efficient manner compared to the popular iterative methods. The execution time for this efficient postprocessing method is only a few minutes, which is within the clinically acceptable range.
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spelling pubmed-26509632009-03-10 Scatter and Blurring Compensation in Inhomogeneous Media Using a Postprocessing Method Yan, Yan Zeng, Gengsheng L. Int J Biomed Imaging Research Article An efficient postprocessing method to compensate for the scattering and blurring effects in inhomogeneous medium in SPECT is proposed. A two-dimensional point spread function (2D-PSF) was estimated in the image domain to model the combination of these two physical effects. This 2D-PSF in the inhomogeneous medium is fitted with an asymmetric Gaussian function based on Monte Carlo simulation results. An efficient further blurring and deconvolution method was used to restore images from the spatially variant 2D-PSF kernel. The compensation is performed using a computer-simulated NCAT phantom and a flanged Jaszczak experimental phantom. The preliminary results demonstrate an improvement in image quality and quantity accuracy with increased image contrast (25% increase compared to uncompensated image) and decreased error (40% decrease compared to uncompensated image). This method also offers an alternative to compensate for scatter and blurring in a more time efficient manner compared to the popular iterative methods. The execution time for this efficient postprocessing method is only a few minutes, which is within the clinically acceptable range. Hindawi Publishing Corporation 2008 2009-03-04 /pmc/articles/PMC2650963/ /pubmed/19277117 http://dx.doi.org/10.1155/2008/806705 Text en Copyright © 2008 Y. Yan and G. L. Zeng. 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
Yan, Yan
Zeng, Gengsheng L.
Scatter and Blurring Compensation in Inhomogeneous Media Using a Postprocessing Method
title Scatter and Blurring Compensation in Inhomogeneous Media Using a Postprocessing Method
title_full Scatter and Blurring Compensation in Inhomogeneous Media Using a Postprocessing Method
title_fullStr Scatter and Blurring Compensation in Inhomogeneous Media Using a Postprocessing Method
title_full_unstemmed Scatter and Blurring Compensation in Inhomogeneous Media Using a Postprocessing Method
title_short Scatter and Blurring Compensation in Inhomogeneous Media Using a Postprocessing Method
title_sort scatter and blurring compensation in inhomogeneous media using a postprocessing method
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2650963/
https://www.ncbi.nlm.nih.gov/pubmed/19277117
http://dx.doi.org/10.1155/2008/806705
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