Literature DB >> 28736656

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

Aaron C Chan1,2, Young-Joo Hong1,2, Shuichi Makita1,2, Masahiro Miura2,3, Yoshiaki Yasuno1,2.   

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 in vivo 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.

Entities:  

Keywords:  (100.2000) Digital image processing; (100.2980) Image enhancement; (110.4280) Noise in imaging systems; (110.4500) Optical coherence tomography; (170.4460) Ophthalmic optics and devices; (170.4500) Optical coherence tomography

Year:  2017        PMID: 28736656      PMCID: PMC5516815          DOI: 10.1364/BOE.8.002069

Source DB:  PubMed          Journal:  Biomed Opt Express        ISSN: 2156-7085            Impact factor:   3.732


  30 in total

1.  Visibility of trabecular meshwork by standard and polarization-sensitive optical coherence tomography.

Authors:  Yoshiaki Yasuno; Masahiro Yamanari; Keisuke Kawana; Masahiro Miura; Shinichi Fukuda; Shuichi Makita; Shingo Sakai; Tetsuro Oshika
Journal:  J Biomed Opt       Date:  2010 Nov-Dec       Impact factor: 3.170

2.  Maximum a posteriori estimator for high-contrast image composition of optical coherence tomography.

Authors:  Aaron C Chan; Kazuhiro Kurokawa; Shuichi Makita; Masahiro Miura; Yoshiaki Yasuno
Journal:  Opt Lett       Date:  2016-01-15       Impact factor: 3.776

3.  Spectral measurement of absorption by spectroscopic frequency-domain optical coherence tomography.

Authors:  R Leitgeb; M Wojtkowski; A Kowalczyk; C K Hitzenberger; M Sticker; A F Fercher
Journal:  Opt Lett       Date:  2000-06-01       Impact factor: 3.776

4.  Two-dimensional birefringence imaging in biological tissue by polarization-sensitive optical coherence tomography.

Authors:  J F de Boer; T E Milner; M J van Gemert; J S Nelson
Journal:  Opt Lett       Date:  1997-06-15       Impact factor: 3.776

5.  Noninvasive imaging of in vivo blood flow velocity using optical Doppler tomography.

Authors:  Z Chen; T E Milner; S Srinivas; X Wang; A Malekafzali; M J van Gemert; J S Nelson
Journal:  Opt Lett       Date:  1997-07-15       Impact factor: 3.776

6.  In vivo dynamic human retinal blood flow imaging using ultra-high-speed spectral domain optical coherence tomography.

Authors:  Brian White; Mark Pierce; Nader Nassif; Barry Cense; B Park; Guillermo Tearney; Brett Bouma; Teresa Chen; Johannes de Boer
Journal:  Opt Express       Date:  2003-12-15       Impact factor: 3.894

Review 7.  State-of-the-art retinal optical coherence tomography.

Authors:  Wolfgang Drexler; James G Fujimoto
Journal:  Prog Retin Eye Res       Date:  2007-08-11       Impact factor: 21.198

8.  Three-dimensional microscopy of the tumor microenvironment in vivo using optical frequency domain imaging.

Authors:  Benjamin J Vakoc; Ryan M Lanning; James A Tyrrell; Timothy P Padera; Lisa A Bartlett; Triantafyllos Stylianopoulos; Lance L Munn; Guillermo J Tearney; Dai Fukumura; Rakesh K Jain; Brett E Bouma
Journal:  Nat Med       Date:  2009-09-13       Impact factor: 53.440

Review 9.  Functional optical coherence tomography: principles and progress.

Authors:  Jina Kim; William Brown; Jason R Maher; Howard Levinson; Adam Wax
Journal:  Phys Med Biol       Date:  2015-05-08       Impact factor: 3.609

10.  Swept source/Fourier domain polarization sensitive optical coherence tomography with a passive polarization delay unit.

Authors:  Bernhard Baumann; WooJhon Choi; Benjamin Potsaid; David Huang; Jay S Duker; James G Fujimoto
Journal:  Opt Express       Date:  2012-04-23       Impact factor: 3.894

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  3 in total

1.  Pixel-wise segmentation of severely pathologic retinal pigment epithelium and choroidal stroma using multi-contrast Jones matrix optical coherence tomography.

Authors:  Shinnosuke Azuma; Shuichi Makita; Arata Miyazawa; Yasushi Ikuno; Masahiro Miura; Yoshiaki Yasuno
Journal:  Biomed Opt Express       Date:  2018-06-06       Impact factor: 3.732

2.  Machine-learning based segmentation of the optic nerve head using multi-contrast Jones matrix optical coherence tomography with semi-automatic training dataset generation.

Authors:  Deepa Kasaragod; Shuichi Makita; Young-Joo Hong; Yoshiaki Yasuno
Journal:  Biomed Opt Express       Date:  2018-06-21       Impact factor: 3.732

3.  Deep convolutional neural network-based scatterer density and resolution estimators in optical coherence tomography.

Authors:  Thitiya Seesan; Ibrahim Abd El-Sadek; Pradipta Mukherjee; Lida Zhu; Kensuke Oikawa; Arata Miyazawa; Larina Tzu-Wei Shen; Satoshi Matsusaka; Prathan Buranasiri; Shuichi Makita; Yoshiaki Yasuno
Journal:  Biomed Opt Express       Date:  2021-12-07       Impact factor: 3.732

  3 in total

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