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基于导管的偏振敏感光相干断层扫描中噪声引起去极化的分析与降低。

Analysis and reduction of noise-induced depolarization in catheter based polarization sensitive optical coherence tomography.

出版信息

Opt Express. 2022 Mar 28;30(7):11130-11149. doi: 10.1364/OE.453116.

Abstract

In catheter based polarization sensitive optical coherence tomography (PS-OCT), a optical fiber with a rapid rotation in the catheter can cause low signal-to-noise ratio (SNR), polarization state instability, phase change of PS-OCT signals and then heavy noise-induced depolarization, which has a strong impact on the phase retardation measurement of the sample. In this paper, we analyze the noise-induced depolarization and find that the effect of depolarization can be reduced by polar decomposition after incoherent averaging in the Mueller matrix averaging (MMA) method. Namely, MMA can reduce impact of noise on phase retardation mapping. We present a Monte Carlo method based on PS-OCT to numerically describe noise-induced depolarization effect and contrast phase retardation imaging results by MMA and Jones matrix averaging (JMA) methods. The peak signal to noise ratio (PSNR) of simulated images processed by MMA is higher than about 8.9 dB than that processed by JMA. We also implement experiments of multiple biological tissues using the catheter based PS-OCT system. From the simulation and experimental results, we find the polarization contrasts processed by the MMA are better than those by JMA, especially at areas with high depolarization, because the MMA can reduce effect of noise-induced depolarization on the phase retardation measurement.

摘要

在基于导管的偏振敏感光学相干断层扫描(PS-OCT)中,导管内快速旋转的光纤会导致低信噪比(SNR)、偏振态不稳定、PS-OCT 信号的相位变化,从而导致严重的噪声诱导去极化,这对样品的相位延迟测量有很大的影响。在本文中,我们分析了噪声诱导去极化的影响,并发现Mueller 矩阵平均(MMA)方法中的非相干平均后,偏振分解可以减小去极化的影响。即,MMA 可以减小噪声对相位延迟映射的影响。我们提出了一种基于 PS-OCT 的蒙特卡罗方法,用于数值描述噪声诱导去极化效应,并通过 MMA 和琼斯矩阵平均(JMA)方法对比相位延迟成像结果。用 MMA 处理的模拟图像的峰值信噪比(PSNR)比用 JMA 处理的高约 8.9 dB。我们还使用基于导管的 PS-OCT 系统进行了多个生物组织的实验。从模拟和实验结果中,我们发现 MMA 处理的偏振对比度优于 JMA 处理的,特别是在去极化较高的区域,因为 MMA 可以减小噪声诱导去极化对相位延迟测量的影响。

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