Optic disc segmentation in retinal images

被引:0
作者
Marrugo, Andres G. [1 ]
Millan, Maria S. [1 ]
机构
[1] Univ Politecn Cataluna, Dept Opt & Optometria, Grp Opt Aplicada & Processament Imatge, Terrassa, Spain
来源
OPTICA PURA Y APLICADA | 2010年 / 43卷 / 02期
关键词
Retinal Image; Optic Disc; Eye Fundus; Medical Imaging; Segmentation; Image Analysis;
D O I
暂无
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
Retinal images are widely used for diagnostic purposes by ophthalmologists. Therefore, these images are suitable for digital image analysis for their visual enhancement and pathological risk or damage detection. Here, we discuss two different approaches towards optic disc segmentation. We review and analyze a prior work based on a pixel-wise contour extraction for optic nerve head segmentation along with the effects of processing retinal images under lossy compression. This analysis revealed the need for a more general and robust approach. Finally, we introduce a different strategy for optic disc segmentation based on the use of active contours and color mathematical morphology.
引用
收藏
页码:79 / 86
页数:8
相关论文
共 17 条
  • [1] Active contours without edges
    Chan, TF
    Vese, LA
    [J]. IEEE TRANSACTIONS ON IMAGE PROCESSING, 2001, 10 (02) : 266 - 277
  • [2] Evaluation of the effect of JPEG and JPEG2000 image compression on the detection of diabetic retinopathy
    Conrath, J.
    Erginay, A.
    Giorgi, R.
    Lecleire-Collet, A.
    Vicaut, E.
    Klein, J-C
    Gaudric, A.
    Massin, P.
    [J]. EYE, 2007, 21 (04) : 487 - 493
  • [3] The ISNT rule and differentiation of normal from glaucomatous eyes
    Harizman, Noga
    Oliveira, Cristiano
    Chiang, Allen
    Tello, Celso
    Marmor, Michael
    Ritch, Robert
    Liebmann, Jeffrey M.
    [J]. ARCHIVES OF OPHTHALMOLOGY, 2006, 124 (11) : 1579 - 1583
  • [4] A top down description of S-CIELAB and CIEDE2000
    Johnson, GM
    Fairchild, MD
    [J]. COLOR RESEARCH AND APPLICATION, 2003, 28 (06) : 425 - 435
  • [5] Boundary detection of optic disk by a modified ASM method
    Li, HQ
    Chutatape, O
    [J]. PATTERN RECOGNITION, 2003, 36 (09) : 2093 - 2104
  • [6] Marrugo A. G., 2009, 9 REUN NAC OPT SOC E, P140
  • [7] Mendels F., 1999, Proceedings of the First Joint BMES/EMBS Conference. 1999 IEEE Engineering in Medicine and Biology 21st Annual Conference and the 1999 Annual Fall Meeting of the Biomedical Engineering Society (Cat. No.99CH37015), DOI 10.1109/IEMBS.1999.804304
  • [8] Color image sharpening inspired by human vision models
    Millan, Maria S.
    Valencia, Edison
    [J]. APPLIED OPTICS, 2006, 45 (29) : 7684 - 7697
  • [9] Osareh A, 2002, INT C PATT RECOG, P743, DOI 10.1109/ICPR.2002.1044865
  • [10] Retinal image analysis: Concepts, applications and potential
    Patton, N
    Aslam, TM
    MacGillivray, T
    Deary, IJ
    Dhillon, B
    Eikelboom, RH
    Yogesan, K
    Constable, IJ
    [J]. PROGRESS IN RETINAL AND EYE RESEARCH, 2006, 25 (01) : 99 - 127