Order Preserving and Shape Prior Constrained Intra-retinal Layer Segmentation in Optical Coherence Tomography

被引：0
|
作者：
Rathke, Fabian [1 ]
Schmidt, Stefan [2 ]
Schnoerr, Christoph [1 ,2 ]
机构：
[1] Heidelberg Univ, Image & Pattern Anal Grp IPA, D-6900 Heidelberg, Germany
[2] Heidelberg Collaborat Image Processing HCI, Heidelberg, Germany
来源：
MEDICAL IMAGE COMPUTING AND COMPUTER-ASSISTED INTERVENTION, MICCAI 2011, PT III | 2011年 / 6893卷
关键词：
D O I：
暂无
中图分类号：
TP301 [理论、方法];
学科分类号：
081202 ;
摘要：
We present a probabilistic approach to the segmentation of OCT scans of retinal tissue. By combining discrete exact inference and a global shape prior, accurate segmentations are computed that preserve the physiological order of intra-retinal layers. A major part of the computations can be performed in parallel. The evaluation reveals robustness against speckle noise, shadowing caused by blood vessels, and other scan artifacts.
引用
收藏
页码：370 / +
页数：2
相关论文
共 50 条
  • [1] Intra-retinal layer segmentation in optical coherence tomography images
    Mishra, Akshaya
    Wong, Alexander
    Bizheva, Kostadinka
    Clausi, David A.
    [J]. OPTICS EXPRESS, 2009, 17 (26): : 23719 - 23728
  • [2] INTRA-RETINAL LAYER SEGMENTATION OF OPTICAL COHERENCE TOMOGRAPHY USING DIFFUSION MAP
    Kafieh, Raheleh
    Rabbani, Hossein
    Abramoff, Michael
    Sonka, Milan
    [J]. 2013 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP), 2013, : 1080 - 1084
  • [3] Intra-retinal Layer Segmentation in Optical Coherence Tomography Using an Active Contour Approach
    Yazdanpanah, Azadeh
    Hamarneh, Ghassan
    Smith, Benjamin
    Sarunic, Marinko
    [J]. MEDICAL IMAGE COMPUTING AND COMPUTER-ASSISTED INTERVENTION - MICCAI 2009, PT II, PROCEEDINGS, 2009, 5762 : 649 - +
  • [4] INTRA-RETINAL LAYER SEGMENTATION OF OPTICAL COHERENCE TOMOGRAPHY USING 3D FULLY CONVOLUTIONAL NETWORKS
    Kiaee, Farkhondeh
    Fahimi, Hamed
    Rabbani, Hossein
    [J]. 2018 25TH IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP), 2018, : 2795 - 2799
  • [5] Signal quality dependency of intra-retinal segmentation algorithms in macular optical coherence tomography
    Oberwahrenbrock, T.
    Jost, R.
    Zimmermann, H.
    Beckers, I.
    Paul, F.
    Brandt, A. U.
    [J]. MULTIPLE SCLEROSIS JOURNAL, 2016, 22 : 254 - 255
  • [6] End-to-End Learning of a Conditional Random Field for Intra-retinal Layer Segmentation in Optical Coherence Tomography
    Chakravarty, Arunava
    Sivaswamy, Jayanthi
    [J]. MEDICAL IMAGE UNDERSTANDING AND ANALYSIS (MIUA 2017), 2017, 723 : 3 - 14
  • [7] Intra-retinal layer segmentation of 3D optical coherence tomography using coarse grained diffusion map
    Kafieh, Raheleh
    Rabbani, Hossein
    Abramoff, Michael D.
    Sonka, Milan
    [J]. MEDICAL IMAGE ANALYSIS, 2013, 17 (08) : 907 - 928
  • [8] Segmentation of Intra-Retinal Layers From Optical Coherence Tomography Images Using an Active Contour Approach
    Yazdanpanah, Azadeh
    Hamarneh, Ghassan
    Smith, Benjamin R.
    Sarunic, Marinko V.
    [J]. IEEE TRANSACTIONS ON MEDICAL IMAGING, 2011, 30 (02) : 484 - 496
  • [9] Multicentre reliability of intra-retinal layer segmentation
    Oberwahrenbrock, T.
    Gabilondo, I.
    Nolan, R.
    Songster, C.
    Traber, G. L.
    Balk, L.
    Paul, F.
    Petzold, A.
    Schippling, S.
    Villoslada, P.
    Brandt, A. U.
    Green, A.
    [J]. MULTIPLE SCLEROSIS JOURNAL, 2012, 18 : 494 - 495
  • [10] Accurate drusen segmentation in optical coherence tomography via order-constrained regression of retinal layer heights
    Olivier Morelle
    Maximilian W. M. Wintergerst
    Robert P. Finger
    Thomas Schultz
    [J]. Scientific Reports, 13
12345