Literature DB >> 34079920

Estimation of the Initial Image's Contributions to the Iterative Landweber Reconstruction.

Gengsheng L Zeng1.   

Abstract

This paper develops a closed-form frequency-domain transfer function to predict the initial image's contributions in an iterative Landweber reconstruction for a given number of iterations. The transfer function shows that the initial image's high frequency components play an important role when the iterative algorithm is stopped before convergence. The contributions from the initial image diminish as the iteration number increases if the imaging matrix has full rank.

Entities:  

Keywords:  Fourier transform; image reconstruction; iterative algorithm; linear filter; numeric analysis; tomography

Year:  2017        PMID: 34079920      PMCID: PMC8168974          DOI: 10.1109/trpms.2017.2774834

Source DB:  PubMed          Journal:  IEEE Trans Radiat Plasma Med Sci        ISSN: 2469-7303


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  10 in total

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