Enhanced video indirect ophthalmoscopy (VIO) via robust mosaicing

被引：24
作者：
Estrada, Rolando [1 ]
Tomasi, Carlo [1 ]
Cabrera, Michelle T. [2 ]
Wallace, David K. [2 ]
Freedman, Sharon F. [2 ]
Farsiu, Sina [2 ,3 ]
机构：
[1] Duke Univ, Dept Comp Sci, Durham, NC 27708 USA
[2] Duke Univ, Dept Ophthalmol, Durham, NC 27708 USA
[3] Duke Univ, Dept Biomed Engn, Durham, NC 27708 USA
来源：
BIOMEDICAL OPTICS EXPRESS | 2011年 / 2卷 / 10期
关键词：
IMAGE REGISTRATION; PLUS DISEASE; FOCUS MEASURE; VESSEL SEGMENTATION; PREMATURITY; RETINOPATHY; WAVELET; SUPERRESOLUTION; INTERPOLATION; STATISTICS;
D O I：
10.1364/BOE.2.002871
中图分类号：
Q5 [生物化学];
学科分类号：
071010 ; 081704 ;
摘要：
Indirect ophthalmoscopy (IO) is the standard of care for evaluation of the neonatal retina. When recorded on video from a head-mounted camera, IO images have low quality and narrow Field of View (FOV). We present an image fusion methodology for converting a video IO recording into a single, high quality, wide-FOV mosaic that seamlessly blends the best frames in the video. To this end, we have developed fast and robust algorithms for automatic evaluation of video quality, artifact detection and removal, vessel mapping, registration, and multi-frame image fusion. Our experiments show the effectiveness of the proposed methods. (C) 2011 Optical Society of America
引用
收藏
页码：2871 / 2887
页数：17
相关论文
共 52 条
  • [1] Acharya T, 2005, IMAGE PROCESSING: PRINCIPLES AND APPLICATIONS, P1, DOI 10.1002/0471745790
  • [2] COMPUTER-ASSISTED ASSESSMENT OF PLUS DISEASE IN RETINOPATHY OF PREMATURITY USING VIDEO INDIRECT OPHTHALMOSCOPY IMAGES
    Ahmad, Sukaina
    Wallace, David K.
    Freedman, Sharon F.
    Zhao, Zheen
    [J]. RETINA-THE JOURNAL OF RETINAL AND VITREOUS DISEASES, 2008, 28 (10): : 1458 - 1462
  • [3] [Anonymous], IEEE T IMAGE PROCESS, DOI [10.1109/83.506761 18285214, DOI 10.1109/83.506761]
  • [4] [Anonymous], P IEEE CVF INT C COM
  • [5] A METHOD FOR REGISTRATION OF 3-D SHAPES
    BESL, PJ
    MCKAY, ND
    [J]. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1992, 14 (02) : 239 - 256
  • [6] A SURVEY OF IMAGE REGISTRATION TECHNIQUES
    BROWN, LG
    [J]. COMPUTING SURVEYS, 1992, 24 (04) : 325 - 376
  • [7] A MULTIRESOLUTION SPLINE WITH APPLICATION TO IMAGE MOSAICS
    BURT, PJ
    ADELSON, EH
    [J]. ACM TRANSACTIONS ON GRAPHICS, 1983, 2 (04): : 217 - 236
  • [8] DETECTION OF BLOOD-VESSELS IN RETINAL IMAGES USING TWO-DIMENSIONAL MATCHED-FILTERS
    CHAUDHURI, S
    CHATTERJEE, S
    KATZ, N
    NELSON, M
    GOLDBAUM, M
    [J]. IEEE TRANSACTIONS ON MEDICAL IMAGING, 1989, 8 (03) : 263 - 269
  • [9] Color image segmentation: advances and prospects
    Cheng, HD
    Jiang, XH
    Sun, Y
    Wang, JL
    [J]. PATTERN RECOGNITION, 2001, 34 (12) : 2259 - 2281
  • [10] Robust statistics in data analysis - A review basic concepts
    Daszykowski, M.
    Kaczmarek, K.
    Heyden, Y. Vander
    Walczak, B.
    [J]. CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS, 2007, 85 (02) : 203 - 219
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