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Compressive Sampling Based Interior Reconstruction for Dynamic Carbon Nanotube Micro-CT

机译:基于压缩采样的动态碳纳米管Micro-CT内部重构

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摘要

In the computed tomography (CT) field, one recent invention is the so-called carbon nanotube (CNT) based field emission x-ray technology. On the other hand, compressive sampling (CS) based interior tomography is a new innovation. Combining the strengths of these two novel subjects, we apply the interior tomography technique to local mouse cardiac imaging using respiration and cardiac gating with a CNT based micro-CT scanner. The major features of our method are: (1) it does not need exact prior knowledge inside an ROI; and (2) two orthogonal scout projections are employed to regularize the reconstruction. Both numerical simulations and in vivo mouse studies are performed to demonstrate the feasibility of our methodology.
机译:在计算机断层摄影(CT)领域中,最近的一项发明是所谓的基于碳纳米管(CNT)的场发射X射线技术。另一方面,基于压缩采样(CS)的内部层析成像技术是一项新的创新。结合这两个新主题的优势,我们将内部层析成像技术应用于使用基于CNT的微CT扫描仪进行呼吸和心脏门控的局部小鼠心脏成像。我们方法的主要特点是:(1)在ROI内部不需要确切的先验知识; (2)采用两个正交的侦察兵投影使重建规则化。进行数值模拟和体内小鼠研究都证明了我们方法的可行性。

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