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Noise characteristics of x-ray differential phase contrast CT

机译:X射线微分相衬CT的噪声特性

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The noise characteristics of x-ray differential phase contrast computed tomography (DPC-CT) were investigated. Both theoretical derivation and experimental results demonstrated that the dependence of noise variance on spatial resolution in DPC-CT follows an inverse linear law. This behavior distinguishes DPC-CT from conventional absorption based x-ray CT, where the noise variance varies inversely with the cube of the spatial resolution. This anomalous noise behavior in DPC-CT is due to the Hilbert filtering kernel used in the CT reconstruction algorithm, which equally weights all spatial frequency content. Additionally, we demonstrate that the noise power of DPC-CT is scaled by the inverse of spatial frequency and is highly concentrated at the low spatial frequencies, whereas conventional absorption CT increases in power at the high spatial frequencies.
机译:研究了X射线差分相衬计算机断层扫描(DPC-CT)的噪声特征。理论推导和实验结果均表明,DPC-CT中噪声方差对空间分辨率的依赖性遵循反线性定律。这种行为将DPC-CT与传统的基于吸收的X射线CT区别开来,后者的噪声方差与空间分辨率的立方成反比。 DPC-CT中的这种异常噪声行为归因于CT重建算法中使用的希尔伯特滤波内核,该内核对所有空间频率内容均进行加权。此外,我们证明了DPC-CT的噪声功率由空间频率的倒数定标,并且高度集中在低空间频率上,而传统的吸收CT在高空间频率下的功率会增加。

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