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Spatiotemporal Antialiasing in Photoacoustic Computed Tomography

机译:光声计算断层扫描中的时空抗锯齿

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Photoacoustic computed tomography (PACT) based on a full-ring ultrasonic transducer array is widely used for small animal wholebody and human organ imaging, thanks to its high in-plane resolution and full-view fidelity. However, spatial aliasing in full-ring geometry PACT has not been studied in detail. If the spatial Nyquist criterion is not met, aliasing in spatial sampling causes artifacts in reconstructed images, even when the temporal Nyquist criterion has been satisfied. In this work, we clarified the source of spatial aliasing through spatiotemporal analysis. We demonstrated that the combination of spatial interpolation and temporal filtering can effectively mitigate artifacts caused by aliasing in either image reconstruction or spatial sampling, and we validated this method by both numerical simulations and in vivo experiments.
机译:基于全环超声波换能器阵列的光声计算断层扫描(PACT)广泛用于小型动物整体和人体器官成像,归功于其高面型分辨率和全面的保真度。然而,尚未详细研究全环几何协定中的空间混叠。如果不满足空间奈奎斯特标准,即使在满足时间奈奎斯特标准时,空间采样中的混叠也会导致重建图像中的伪像。在这项工作中,我们通过时空分析阐明了空间锯齿的来源。我们证明,空间插值和时间滤波的组合可以有效地减轻由别人在图像重建或空间采样中引起的伪像,并且我们通过数值模拟验证了该方法在vivo 中> 实验。

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