Suppr超能文献

基于偏振敏感光学相干断层扫描的双折射成像的噪声随机校正最大估计器

Noise stochastic corrected maximum estimator for birefringence imaging using polarization-sensitive optical coherence tomography.

作者信息

Kasaragod Deepa, Makita Shuichi, Hong Young-Joo, Yasuno Yoshiaki

机构信息

Computational Optics Group, University of Tsukuba, Tsukuba, Japan.

出版信息

Biomed Opt Express. 2017 Jan 9;8(2):653-669. doi: 10.1364/BOE.8.000653. eCollection 2017 Feb 1.

Abstract

This paper presents a noise-stochastic corrected maximum estimator for birefringence imaging using Jones matrix optical coherence tomography. The estimator described in this paper is based on the relationship between probability distribution functions of the measured birefringence and the effective signal to noise ratio (ESNR) as well as the true birefringence and the true ESNR. The Monte Carlo method is used to numerically describe this relationship and adaptive 2D kernel density estimation provides the likelihood for estimation of the true birefringence. Improved estimation is shown for the new estimator with stochastic model of ESNR in comparison to the old estimator, both based on the Jones matrix noise model. A comparison with the mean estimator is also done. Numerical simulation validates the superiority of the new estimator. The superior performance of the new estimator was also shown by measurement of optic nerve head.

摘要

本文提出了一种用于琼斯矩阵光学相干断层扫描双折射成像的噪声随机校正最大估计器。本文所述的估计器基于测量的双折射的概率分布函数与有效信噪比(ESNR)之间的关系,以及真实双折射与真实ESNR之间的关系。蒙特卡罗方法用于数值描述这种关系,自适应二维核密度估计为真实双折射的估计提供了似然性。与基于琼斯矩阵噪声模型的旧估计器相比,新估计器在ESNR随机模型下显示出改进的估计效果。还与均值估计器进行了比较。数值模拟验证了新估计器的优越性。对视神经乳头的测量也显示了新估计器的优越性能。

相似文献

1
Noise stochastic corrected maximum estimator for birefringence imaging using polarization-sensitive optical coherence tomography.
Biomed Opt Express. 2017 Jan 9;8(2):653-669. doi: 10.1364/BOE.8.000653. eCollection 2017 Feb 1.
3
Estimation of Jones matrix, birefringence and entropy using Cloude-Pottier decomposition in polarization-sensitive optical coherence tomography.
Biomed Opt Express. 2016 Aug 19;7(9):3551-3573. doi: 10.1364/BOE.7.003551. eCollection 2016 Sep 1.
4
Monte-Carlo-based phase retardation estimator for polarization sensitive optical coherence tomography.
Opt Express. 2011 Aug 15;19(17):16330-45. doi: 10.1364/OE.19.016330.
5
Birefringence imaging of posterior eye by multi-functional Jones matrix optical coherence tomography.
Biomed Opt Express. 2015 Nov 19;6(12):4951-74. doi: 10.1364/BOE.6.004951. eCollection 2015 Dec 1.
7
8
Noise-bias and polarization-artifact corrected optical coherence tomography by maximum intensity estimation.
Biomed Opt Express. 2017 Mar 3;8(4):2069-2087. doi: 10.1364/BOE.8.002069. eCollection 2017 Apr 1.

引用本文的文献

2
Comparative study of OCTA algorithms with a high-sensitivity multi-contrast Jones matrix OCT system for human skin imaging.
Biomed Opt Express. 2022 Aug 11;13(9):4718-4736. doi: 10.1364/BOE.462941. eCollection 2022 Sep 1.
3
Label-free metabolic imaging of non-alcoholic-fatty-liver-disease (NAFLD) liver by volumetric dynamic optical coherence tomography.
Biomed Opt Express. 2022 Jun 30;13(7):4071-4086. doi: 10.1364/BOE.461433. eCollection 2022 Jul 1.
6
Deep convolutional neural network-based scatterer density and resolution estimators in optical coherence tomography.
Biomed Opt Express. 2021 Dec 7;13(1):168-183. doi: 10.1364/BOE.443343. eCollection 2022 Jan 1.
8
Automated noise estimation in polarization-sensitive optical coherence tomography.
Opt Lett. 2020 May 15;45(10):2748-2751. doi: 10.1364/OL.390334.
9
Clinical multi-functional OCT for retinal imaging.
Biomed Opt Express. 2019 Oct 14;10(11):5724-5743. doi: 10.1364/BOE.10.005724. eCollection 2019 Nov 1.
10
Polarization-sensitive optical coherence elastography.
Biomed Opt Express. 2019 Sep 16;10(10):5162-5181. doi: 10.1364/BOE.10.005162. eCollection 2019 Oct 1.

本文引用的文献

1
Noise-immune complex correlation for optical coherence angiography based on standard and Jones matrix optical coherence tomography.
Biomed Opt Express. 2016 Mar 29;7(4):1525-48. doi: 10.1364/BOE.7.001525. eCollection 2016 Apr 1.
3
Birefringence imaging of posterior eye by multi-functional Jones matrix optical coherence tomography.
Biomed Opt Express. 2015 Nov 19;6(12):4951-74. doi: 10.1364/BOE.6.004951. eCollection 2015 Dec 1.
4
Correlation between polarization sensitive optical coherence tomography and second harmonic generation microscopy in skin.
Biomed Opt Express. 2015 Jun 16;6(7):2542-51. doi: 10.1364/BOE.6.002542. eCollection 2015 Jul 1.
5
Fiber-based polarization-sensitive OCT for birefringence imaging of the anterior eye segment.
Biomed Opt Express. 2015 Jan 8;6(2):369-89. doi: 10.1364/BOE.6.000369. eCollection 2015 Feb 1.
9
Practical decomposition for physically admissible differential Mueller matrices.
Opt Lett. 2014 Apr 1;39(7):1779-82. doi: 10.1364/OL.39.001779.
10
Henle fiber layer phase retardation measured with polarization-sensitive optical coherence tomography.
Biomed Opt Express. 2013 Oct 1;4(11):2296-306. doi: 10.1364/BOE.4.002296. eCollection 2013.

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验