Image processing method for ophthalmic optical coherence tomography

被引:3
|
作者
Cai Huai-yu [1 ]
Zhang Wei-qian [1 ]
Chen Xiao-dong [1 ]
Liu Shan-shan [1 ]
Han Xiao-yan [1 ]
机构
[1] Tianjin Univ, Sch Precis Instrument & Optoelect Engn, Key Lab Optoelect Informat Technol, Minist Educ, Tianjin 300072, Peoples R China
来源
CHINESE OPTICS | 2019年 / 12卷 / 04期
基金
国家重点研发计划;
关键词
optical coherence tomography; anterior segment; retinal image; image segmentation; RETINAL LAYER SEGMENTATION; SPECKLE REDUCTION; BOUNDARIES; TRACKING;
D O I
10.3788/CO.20191204.0731
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
Optical coherence tomography (OCT) has become a hot research topic in the field of clinical medicine due to its features including micron-level high resolution, non-invasive imaging and instantaneity, which has developed rapidly and made much progress and break throughs in recent years. In this paper we briefly review the applications of OCT in ophthalmology, discuss the methods of speckle noise reduction in the spatial and frequency domains of OCT images, and summarize the precise positioning and stratification method of each layer of tissue in the OCT anterior segment and retina image. The advantages and disadvantages of the segmentation methods based on gray value search, active contour model, graph and pattern recognition algorithms are analyzed and compared. In addition, the existing problems with segmentation methods are discussed and the corresponding solutions and feasible optimization schemes are proposed. Analysis and evaluation of clinical diagnostic indicators of ophthalmic diseases are discussed. According to the needs in ophthalmology and the current status of OCT image processing, the development trends and level of OCT image processing are discussed and analyzed.
引用
收藏
页码:731 / 740
页数:10
相关论文
共 53 条
  • [41] Sun Yan-kui, 2014, Optics and Precision Engineering, V22, P1086, DOI 10.3788/OPE.20142201.1086
  • [42] [孙正 Sun Zheng], 2017, [发光学报, Chinese Journal of Luminescence], V38, P1222
  • [43] Cup to disc ratio by optical coherence tomography is abnormal in multiple sclerosis
    Syc, S. B.
    Warner, C. V.
    Saidha, S.
    Farrell, S. K.
    Conger, A.
    Bisker, E. R.
    Wilson, J.
    Frohman, T. C.
    Frohman, E. M.
    Balcer, L. J.
    Calabresi, P. A.
    [J]. JOURNAL OF THE NEUROLOGICAL SCIENCES, 2011, 302 (1-2) : 19 - 24
  • [44] Analysis of posterior retinal layers in spectral optical coherence tomography images of the normal retina and retinal pathologies
    Szkulmowski, Maciej
    Wojtkowski, Maciej
    Sikorski, Bartosz
    Bajraszewski, Tomasz
    Srinivasan, Vivek J.
    Szkulmowska, Anna
    Kaluzny, Jakub J.
    Fujimoto, James G.
    Kowalczyk, Andrzej
    [J]. JOURNAL OF BIOMEDICAL OPTICS, 2007, 12 (04)
  • [45] TIAN X L, J APPL SCI, V29, P467
  • [46] Wang JB, 2017, CHIN J LIQ CRYST DIS, V32, P380, DOI 10.3788/YJYXS20173205.0380
  • [47] WANG L W, 2014, CHINESE J MED INSTRU, V38, P101
  • [48] OCT based air jet indentation for corneal biomechanical assessment
    Interdisciplinary Division of Biomedical Engineering, Hong Kong Polytechnic University, Hong Kong
    999077, Hong Kong
    不详
    100853, China
    [J]. Guangxue Jingmi Gongcheng, 2 (325-333):
  • [49] Wang Ya-qiang, 2015, Chinese Journal of Liquid Crystals and Displays, V30, P310, DOI 10.3788/YJYXS20153002.0310
  • [50] Xiao Zhi-Tao, 2018, Optics and Precision Engineering, V26, P1054, DOI 10.3788/OPE.20182605.1054