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通过进一步模糊和去卷积来补偿非平稳模糊

Compensating for Non-Stationary Blurring by Further Blurring and Deconvolution.

作者信息

Zeng Gengsheng L

机构信息

Utah Center for Advanced Imaging Research, University of Utah, Salt Lake City, UT 84108, USA,

出版信息

Int J Imaging Syst Technol. 2009 Sep 1;19(3):221-226. doi: 10.1002/ima.20197.

DOI:10.1002/ima.20197
PMID:19890451
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC2772153/
Abstract

In many imaging systems, the point spread function (PSF) is non-stationary. Usually a computation-intensive iterative algorithm is used to de-blur the non-stationary PSF. This paper presents a new idea of using a non-iterative method to compensate for the spatially variant PSF. This method first further blurs the image with a non-stationary kernel so that the resultant image has a stationary PSF, then deblurs the resultant image using an efficient decovolution technique. The proposed method is illustrated and implemented by SPECT (single photon emission computed tomography) applications.

摘要

在许多成像系统中,点扩散函数(PSF)是非平稳的。通常会使用计算密集型的迭代算法来对非平稳PSF进行去模糊处理。本文提出了一种使用非迭代方法来补偿空间变化PSF的新思路。该方法首先用一个非平稳核进一步模糊图像,以使所得图像具有平稳的PSF,然后使用一种高效的反卷积技术对所得图像进行去模糊处理。通过单光子发射计算机断层扫描(SPECT)应用对所提出的方法进行了说明和实现。

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本文引用的文献

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