OCT noise despeckling using a 3D nonlinear complex diffusion filter

被引:0
|
作者
Maduro, C. [1 ,2 ]
Bernardes, R. [1 ,2 ,3 ]
Serranho, P. [2 ,3 ]
Santos, T. [1 ,2 ]
Cunha-Vaz, J. [1 ,2 ]
机构
[1] Assoc Innovat & Biomed Res Light & Image AIBILI, Coimbra, Portugal
[2] Inst Biomed Res Light & Image IBILI, Coimbra, Portugal
[3] Univ Coimbra, Fac Med, Coimbra, Portugal
来源
TECHNOLOGY AND MEDICAL SCIENCES - TMSI 2010 | 2011年
关键词
Speckle denoising; complex diffusion; optical coherence tomography; spatial filtering; OPTICAL COHERENCE TOMOGRAPHY; SPECKLE REDUCTION; IMAGES; STATISTICS; RESOLUTION;
D O I
暂无
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
An improved despeckling method, based on complex diffusion filtering, is herein presented to enhance structure segmentation in high-definition spectral domain optical coherence tomography data. We propose to extend the filter concept from 2- to 3-dimensions, taking into account the consistency of noise along the entire 3D data volume. This method compares favorably to existing methods reducing speckle noise and preserving edges and features.
引用
收藏
页码:221 / 226
页数:6
相关论文
共 50 条
  • [1] 3-D Adaptive Nonlinear Complex-Diffusion Despeckling Filter
    Rodrigues, Pedro
    Bernardes, Rui
    IEEE TRANSACTIONS ON MEDICAL IMAGING, 2012, 31 (12) : 2205 - 2212
  • [2] Improved adaptive complex diffusion despeckling filter
    Bernardes, Rui
    Maduro, Cristina
    Serranho, Pedro
    Araujo, Aderito
    Barbeiro, Silvia
    Cunha-Vaz, Jose
    OPTICS EXPRESS, 2010, 18 (23): : 24048 - 24059
  • [3] Optimizing 3D retinal vasculature imaging in diabetic retinopathy using registration and averaging of OCT-A
    Athwal, Arman
    Balaratnasingam, Chandrakumar
    Yu, Dao-Yi
    Heisler, Morgan
    Sarunic, Marinko, V
    Ju, Myeong Jin
    BIOMEDICAL OPTICS EXPRESS, 2021, 12 (01) : 553 - 570
  • [4] Detection and Registration of Vessels for Longitudinal 3D Retinal OCT Images Using SURF
    Pan, Lingjiao
    Shi, Fei
    Zhu, Weifang
    Nie, Baoqing
    Guan, Liling
    Chen, Xinjian
    MEDICAL IMAGING 2018: BIOMEDICAL APPLICATIONS IN MOLECULAR, STRUCTURAL, AND FUNCTIONAL IMAGING, 2018, 10578
  • [5] Optimal noise reduction in 3D reconstructions of single particles using a volume-normalized filter
    Sindelar, Charles V.
    Grigorieff, Nikolaus
    JOURNAL OF STRUCTURAL BIOLOGY, 2012, 180 (01) : 26 - 38
  • [6] 3D Matching techniques using OCT fingerprint point clouds
    Gutierrez da Costa, Henrique S.
    Silva, Luciano
    Bellon, Olga R. P.
    Bowden, Audrey K.
    Czovny, Raphael K.
    IMAGING, MANIPULATION, AND ANALYSIS OF BIOMOLECULES, CELLS, AND TISSUES XV, 2017, 10068
  • [7] Subtle changes in diabetic retinas localised in 3D using OCT
    Arthur, Edmund
    Papay, Joel A.
    Haggerty, Bryan P.
    Clark, Christopher A.
    Elsner, Ann E.
    OPHTHALMIC AND PHYSIOLOGICAL OPTICS, 2018, 38 (05) : 477 - 491
  • [8] Fusion of 3D QCA and IVUS/OCT
    Tu, Shengxian
    Holm, Niels R.
    Koning, Gerhard
    Huang, Zheng
    Reiber, Johan H. C.
    INTERNATIONAL JOURNAL OF CARDIOVASCULAR IMAGING, 2011, 27 (02) : 197 - 207
  • [9] Fusion of 3D QCA and IVUS/OCT
    Shengxian Tu
    Niels R. Holm
    Gerhard Koning
    Zheng Huang
    Johan H. C. Reiber
    The International Journal of Cardiovascular Imaging, 2011, 27 : 197 - 207
  • [10] 3D Retinal Vessel Density Mapping With OCT-Angiography
    Sarabi, Mona Sharifi
    Khansari, Maziyar M.
    Zhang, Jiong
    Kushner-Lenhoff, Sam
    Gahm, Jin Kyu
    Qiao, Yuchuan
    Kashani, Amir H.
    Shi, Yonggang
    IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2020, 24 (12) : 3466 - 3479