Literature DB >> 27570687

Adaptive anisotropic diffusion for noise reduction of phase images in Fourier domain Doppler optical coherence tomography.

Shaoyan Xia1, Yong Huang1, Shizhao Peng1, Yanfeng Wu1, Xiaodi Tan1.   

Abstract

Phase image in Fourier domain Doppler optical coherence tomography offers additional flow information of investigated samples, which provides valuable evidence towards accurate medical diagnosis. High quality phase images are thus desirable. We propose a noise reduction method for phase images by combining a synthetic noise estimation criteria based on local noise estimator (LNE) and distance median value (DMV) with anisotropic diffusion model. By identifying noise and signal pixels accurately and diffusing them with different coefficients respectively and adaptive iteration steps, we demonstrated the effectiveness of our proposed method in both phantom and mouse artery images. Comparison with other methods such as filtering method (mean, median filtering), wavelet method, probabilistic method and partial differential equation based methods in terms of peak signal-to-noise ratio (PSNR), equivalent number of looks (ENL) and contrast-to-noise ratio (CNR) showed the advantages of our method in reserving image energy and removing noise.

Entities:  

Keywords:  (030.4280) Noise in imaging systems; (100.0100) Image processing; (110.4500) Optical coherence tomography

Year:  2016        PMID: 27570687      PMCID: PMC4986803          DOI: 10.1364/BOE.7.002912

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


  30 in total

1.  General Bayesian estimation for speckle noise reduction in optical coherence tomography retinal imagery.

Authors:  Alexander Wong; Akshaya Mishra; Kostadinka Bizheva; David A Clausi
Journal:  Opt Express       Date:  2010-04-12       Impact factor: 3.894

2.  Improved adaptive complex diffusion despeckling filter.

Authors:  Rui Bernardes; Cristina Maduro; Pedro Serranho; Adérito Araújo; Sílvia Barbeiro; José Cunha-Vaz
Journal:  Opt Express       Date:  2010-11-08       Impact factor: 3.894

Review 3.  Optical coherence tomography for imaging the vulnerable plaque.

Authors:  Guillermo J Tearney; Ik-Kyung Jang; Brett E Bouma
Journal:  J Biomed Opt       Date:  2006 Mar-Apr       Impact factor: 3.170

4.  Comparison of PDE-based nonlinear diffusion approaches for image enhancement and denoising in optical coherence tomography.

Authors:  Harry M Salinas; Delia Cabrera Fernández
Journal:  IEEE Trans Med Imaging       Date:  2007-06       Impact factor: 10.048

5.  Assessment of blood vessel mimics with optical coherence tomography.

Authors:  Garret T Bonnema; Kristen O Cardinal; James B McNally; Stuart K Williams; Jennifer K Barton
Journal:  J Biomed Opt       Date:  2007 Mar-Apr       Impact factor: 3.170

6.  Interval type-II fuzzy anisotropic diffusion algorithm for speckle noise reduction in optical coherence tomography images.

Authors:  Prabakar Puvanathasan; Kostadinka Bizheva
Journal:  Opt Express       Date:  2009-01-19       Impact factor: 3.894

7.  Noise-driven anisotropic diffusion filtering of MRI.

Authors:  Karl Krissian; Santiago Aja-Fernández
Journal:  IEEE Trans Image Process       Date:  2009-06-19       Impact factor: 10.856

8.  Speckle noise reduction algorithm for optical coherence tomography based on interval type II fuzzy set.

Authors:  Prabakar Puvanathasan; Kostadinka Bizheva
Journal:  Opt Express       Date:  2007-11-26       Impact factor: 3.894

9.  Retinal blood flow measurement by circumpapillary Fourier domain Doppler optical coherence tomography.

Authors:  Yimin Wang; Bradley A Bower; Joseph A Izatt; Ou Tan; David Huang
Journal:  J Biomed Opt       Date:  2008 Nov-Dec       Impact factor: 3.170

10.  Measurement of the total retinal blood flow using dual beam Fourier-domain Doppler optical coherence tomography with orthogonal detection planes.

Authors:  Veronika Doblhoff-Dier; Leopold Schmetterer; Walthard Vilser; Gerhard Garhöfer; Martin Gröschl; Rainer A Leitgeb; René M Werkmeister
Journal:  Biomed Opt Express       Date:  2014-01-28       Impact factor: 3.732

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