Influence of Doppler broadening model accuracy in Compton camera list-mode MLEM reconstruction

被引:13
作者
Feng, Yuemeng [1 ]
Letang, Jean Michel [1 ]
Sarrut, David [1 ]
Maxim, Voichia [1 ]
机构
[1] Univ Claude Bernard Lyon 1, Univ Lyon, INSA Lyon, CNRS,CREATIS UMR,Inserm, Villeurbanne, France
关键词
Compton camera imaging; MLEM; MAP-EM; Doppler broadening; total variation; IMAGE-RECONSTRUCTION; EM RECONSTRUCTION; EMISSION; ALGORITHMS; TELESCOPE;
D O I
10.1080/17415977.2021.2011863
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
The Compton camera is a gamma ray imaging device expected to provide clinically relevant images in the SPECT applications where collimated cameras are sub-optimal. Its imaging performances depend not only on the design of the detection system but also on choices related to tomographic reconstruction. The aim of this work is to show that the accuracy in modelling the acquisition largely influences the quality of the images. For this purpose, we restrict here to Doppler broadening models in conjunction with the list-mode maximum likelihood expectation maximization (LM-MLEM) algorithm. The study was carried out with Monte-Carlo simulation. We show that the reconstructed point spread function is location-dependent when the model is not accurate, and the usual elongation artefacts well-known in Compton camera imaging will appear. The model we propose allows us to reconstruct isolated point sources and more complex non-uniform sources with improved resolution even in the direction orthogonal to the camera.
引用
收藏
页码:3509 / 3529
页数:21
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