Literature DB >> 32351710

Modification of Green's one-step-late algorithm for attenuated emission data.

Gengsheng L Zeng1,2.   

Abstract

Green's one-step-late (OSL) algorithm is a popular image reconstruction algorithm in emission-data tomography, in spite of its convergence issues. One drawback of Green's algorithm is that the algorithm exhibits non-stationary regularization when the algorithm's projector and backprojector model the attenuation effects in single photon emission computed tomography (SPECT). This paper suggests a remedy to improve Green's OSL algorithm so that stationary regularization can be obtained. This paper also observes some similarities between the modified Green's OSL algorithm and the gradient descent algorithm.

Entities:  

Keywords:  emission tomography; image reconstruction; iterative image reconstruction algorithm; maximum-likelihood expectation-maximization; noise regularization; tomography

Year:  2019        PMID: 32351710      PMCID: PMC7189521          DOI: 10.1088/2057-1976/ab0926

Source DB:  PubMed          Journal:  Biomed Phys Eng Express        ISSN: 2057-1976


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Journal:  IEEE Trans Radiat Plasma Med Sci       Date:  2017-06-08
  7 in total

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