Propagation of errors from the sensitivity image in list mode reconstruction

被引:22
|
作者
Qi, JY [1 ]
Huesman, RH
机构
[1] Univ Calif Berkeley, Lawrence Berkeley Lab, Dept Nucl Med & Funct Imaging, Berkeley, CA 94720 USA
[2] Univ Calif Davis, Dept Biomed Engn, Davis, CA 95616 USA
关键词
emission tomography; error propagation; list mode reconstruction; Poisson likelihood; sensitivity image;
D O I
10.1109/TMI.2004.829333
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
List mode image reconstruction is attracting renewed attention. It eliminates the storage of empty sinogram bins. However, a single back projection of all LORs is still necessary for the pre-calculation of a sensitivity image. Since the detection sensitivity is dependent on the object attenuation and detector efficiency, it must be computed for each study. Exact computation of the sensitivity image can be a daunting task for modern scanners with huge numbers of LORs. Thus, some fast approximate calculation may be desirable. In this paper, we analyze the error propagation from the sensitivity image into the reconstructed image. The theoretical analysis is based on the fixed point condition of the list mode reconstruction. The nonnegativity constraint is modeled using the Kuhn-Tucker condition. With certain assumptions and the first-order Taylor series approximation, we derive a closed form expression for the error in the reconstructed image as a function of the error in the sensitivity image. The result shows that the error response is frequency-dependent and provides a simple expression for determining the required accuracy of the sensitivity image calculation. Computer simulations show that the theoretical results are in good agreement with the measured results.
引用
收藏
页码:1094 / 1099
页数:6
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