| Literature DB >> 32351710 |
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