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Robust spectral-domain optical coherence tomography speckle model and its cross-correlation coefficient analysis

机译:鲁棒谱域光学相干断层扫描斑点模型及其互相关系数分析

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摘要

In this study, we proposed a generic speckle simulation for optical coherence tomography (OCT) signal, by convolving the point spread function (PSF) of the OCT system with the numerically synthesized random sample field. We validated our model and used the simulation method to study the statistical properties of cross-correlation coefficients (XCC) between Ascans which have been recently applied in transverse motion analysis by our group. The results of simulation show that over sampling is essential for accurate motion tracking; exponential decay of OCT signal leads to an under estimate of motion which can be corrected; lateral heterogeneity of sample leads to an over estimate of motion for a few pixels corresponding to the structural boundary.
机译:在这项研究中,我们通过将OCT系统的点扩展函数(PSF)与数字合成的随机样本场进行卷积,提出了光学相干断层扫描(OCT)信号的通用散斑模拟。我们验证了我们的模型,并使用仿真方法研究了Ascans之间互相关系数(XCC)的统计特性,这些最近在我们的横向运动分析中得到了应用。仿真结果表明,过采样对于精确的运动跟踪至关重要。 OCT信号的指数衰减导致运动估计不足,可以对此进行校正;样本的横向异质性导致对对应于结构边界的几个像素的运动进行了过度估计。

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