Motion correction in Positron Emission Tomography considering Partial Volume Effects in optical flow estimation

Daniel Tenbrinck, M. Dawood, F. Gigengack, M. Fieseler, Xiaoyi Jiang, Klaus Schiifers
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引用次数: 3

Abstract

Motion correction in Positron Emission Tomography (PET) using optical flow estimation can lead to image artifacts due to Partial Volume Effects (PVE). These artifacts appear especially in cardiac gated PET images and cause blurred edges in the averaged gates. In this paper we propose a new method to motion correct PET images considering the PVE during optical flow estimation. For this purpose we introduce a local intensity correction algorithm and combine it with the optical flow computation in an iterative scheme. The results of our approach show a qualitative and quantitative improvement of the motion corrected PET gates in examinations of both human patients and laboratory mice for pre-clinical research.
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考虑光流估计中部分体积效应的正电子发射层析成像运动校正
利用光流估计进行正电子发射断层扫描(PET)的运动校正会由于部分体积效应(PVE)而导致图像伪影。这些伪影尤其出现在心脏门控PET图像中,并导致平均门的边缘模糊。本文提出了一种考虑光流估计中PVE的运动校正PET图像的新方法。为此,我们引入了一种局部强度校正算法,并将其与光流的迭代计算相结合。我们的方法的结果显示,定性和定量的改进运动校正PET门在检查人类患者和实验室小鼠的临床前研究。
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