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通过最大强度估计实现噪声偏差和偏振伪像校正的光学相干断层扫描

Noise-bias and polarization-artifact corrected optical coherence tomography by maximum intensity estimation.

作者信息

Chan Aaron C, Hong Young-Joo, Makita Shuichi, Miura Masahiro, Yasuno Yoshiaki

机构信息

Computational Optics Group, University of Tsukuba, Tennodai 1-1-1, Tsukuba, Ibaraki, 305-8573, Japan.

Computational Optics and Ophthalmology Group, Tsukuba, Ibaraki, Japan.

出版信息

Biomed Opt Express. 2017 Mar 3;8(4):2069-2087. doi: 10.1364/BOE.8.002069. eCollection 2017 Apr 1.

Abstract

We propose using maximum a-posteriori (MAP) estimation to improve the image signal-to-noise ratio (SNR) in polarization diversity (PD) optical coherence tomography. PD-detection removes polarization artifacts, which are common when imaging highly birefringent tissue or when using a flexible fiber catheter. However, dividing the probe power to two polarization detection channels inevitably reduces the SNR. Applying MAP estimation to PD-OCT allows for the removal of polarization artifacts while maintaining and improving image SNR. The effectiveness of the MAP-PD method is evaluated by comparing it with MAP-non-PD, intensity averaged PD, and intensity averaged non-PD methods. Evaluation was conducted with human eyes. The MAP-PD method is found to be optimal, demonstrating high SNR and artifact suppression, especially for highly birefringent tissue, such as the peripapillary sclera. The MAP-PD based attenuation coefficient image also shows better differentiation of attenuation levels than non-MAP attenuation images.

摘要

我们建议使用最大后验(MAP)估计来提高偏振分集(PD)光学相干断层扫描中的图像信噪比(SNR)。PD检测可消除偏振伪影,这种伪影在对高度双折射组织成像或使用柔性光纤导管时很常见。然而,将探测功率分配到两个偏振检测通道不可避免地会降低SNR。将MAP估计应用于PD-OCT可以在去除偏振伪影的同时保持并提高图像SNR。通过将MAP-PD方法与MAP-非PD、强度平均PD和强度平均非PD方法进行比较,评估了MAP-PD方法的有效性。使用人眼进行了评估。发现MAP-PD方法是最优的,显示出高SNR和伪影抑制能力,特别是对于高度双折射组织,如视乳头周围巩膜。基于MAP-PD的衰减系数图像也比非MAP衰减图像显示出更好的衰减水平差异。

相似文献

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Depth-encoded all-fiber swept source polarization sensitive OCT.深度编码全光纤扫频源偏振敏感光学相干断层扫描
Biomed Opt Express. 2014 Aug 1;5(9):2931-49. doi: 10.1364/BOE.5.002931. eCollection 2014 Sep 1.

本文引用的文献

4
Functional optical coherence tomography: principles and progress.功能性光学相干断层扫描:原理与进展。
Phys Med Biol. 2015 May 21;60(10):R211-37. doi: 10.1088/0031-9155/60/10/R211. Epub 2015 May 8.

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