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

被引:14
作者
Xia, Shaoyan [1 ]
Huang, Yong [1 ]
Peng, Shizhao [1 ]
Wu, Yanfeng [1 ]
Tan, Xiaodi [1 ]
机构
[1] Beijing Inst Technol, Sch Optoelect, 5 South Zhongguancun St, Beijing 100081, Peoples R China
来源
BIOMEDICAL OPTICS EXPRESS | 2016年 / 7卷 / 08期
基金
中国国家自然科学基金;
关键词
BLOOD-FLOW; SPECKLE; ALGORITHM; RECONSTRUCTION; ENHANCEMENT;
D O I
10.1364/BOE.7.002912
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
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. (C) 2016 Optical Society of America
引用
收藏
页码:2912 / 2926
页数:15
相关论文
共 38 条
  • [1] [Anonymous], 2011, DIGITAL IMAGE PROCES
  • [2] Beasley D., OVERVIEW GENETIC ALG
  • [3] Improved adaptive complex diffusion despeckling filter
    Bernardes, Rui
    Maduro, Cristina
    Serranho, Pedro
    Araujo, Aderito
    Barbeiro, Silvia
    Cunha-Vaz, Jose
    [J]. OPTICS EXPRESS, 2010, 18 (23): : 24048 - 24059
  • [4] Multiframe denoising of high-speed optical coherence tomography data using interframe and intraframe priors
    Bian, Liheng
    Suo, Jinli
    Chen, Feng
    Dai, Qionghai
    [J]. JOURNAL OF BIOMEDICAL OPTICS, 2015, 20 (03)
  • [5] Assessment of blood vessel mimics with optical coherence tomography
    Bonnema, Garret T.
    Cardinal, Kristen O.
    McNally, James B.
    Williams, Stuart K.
    Barton, Jennifer K.
    [J]. JOURNAL OF BIOMEDICAL OPTICS, 2007, 12 (02)
  • [6] Measurement of the total retinal blood flow using dual beam Fourier-domain Doppler optical coherence tomography with orthogonal detection planes
    Doblhoff-Dier, Veronika
    Schmetterer, Leopold
    Vilser, Walthard
    Garhoefer, Gerhard
    Groeschl, Martin
    Leitgeb, Rainer A.
    Werkmeister, Rene M.
    [J]. BIOMEDICAL OPTICS EXPRESS, 2014, 5 (02): : 630 - 642
  • [7] Speckle reduction in optical coherence tomography images based on wave atoms
    Du, Yongzhao
    Liu, Gangjun
    Feng, Guoying
    Chen, Zhongping
    [J]. JOURNAL OF BIOMEDICAL OPTICS, 2014, 19 (05)
  • [8] Improved Edge Enhancing Diffusion Filter for Speckle-Corrupted Images
    Fabbrini, Luca
    Greco, Mario
    Messina, Marco
    Pinelli, Gianpaolo
    [J]. IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2014, 11 (01) : 99 - 103
  • [9] Fast Acquisition and Reconstruction of Optical Coherence Tomography Images via Sparse Representation
    Fang, Leyuan
    Li, Shutao
    McNabb, Ryan P.
    Nie, Qing
    Kuo, Anthony N.
    Toth, Cynthia A.
    Izatt, Joseph A.
    Farsiu, Sina
    [J]. IEEE TRANSACTIONS ON MEDICAL IMAGING, 2013, 32 (11) : 2034 - 2049
  • [10] Sparsity based denoising of spectral domain optical coherence tomography images
    Fang, Leyuan
    Li, Shutao
    Nie, Qing
    Izatt, Joseph A.
    Toth, Cynthia A.
    Farsiu, Sina
    [J]. BIOMEDICAL OPTICS EXPRESS, 2012, 3 (05): : 927 - 942