Enhancing the signal-to-noise ratio in ophthalmic optical coherence tomography by image registration - method and clinical examples

被引:69
作者
Jorgensen, Thomas Martini
Thomadsen, Jakob
Christensen, Ulrik
Soliman, Wael
Sander, Birgit
机构
[1] Tech Univ Denmark, Riso Natl Lab, Opt & Palsma Res Dept, DK-4000 Roskilde, Denmark
[2] Univ Copenhagen, Glostrup Hosp, Dept Ophthalmol, Copenhagen, Denmark
关键词
coherence tomography (OCT); speckle reduction; image registration; regularized dynamic programming; macular hole;
D O I
10.1117/1.2772879
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Optical coherence tomography (OCT) has already proven an important clinical tool for imaging and diagnosing retinal diseases. Concerning the standard commercial ophthalmic OCT systems, speckle noise is a limiting factor with respect to resolving relevant retinal features. We demonstrate successful suppression of speckle noise from mutually aligning a series of in vivo OCT recordings obtained from the same retinal target using the Stratus system from Humphrey-Zeiss. Our registration technique is able to account for the axial movements experienced during recording as well as small transverse movements of the scan line from one scan to the next. The algorithm is based on a regularized shortest path formulation for a directed graph on a map formed by interimage (B-scan) correlations. The resulting image enhancement typically increases the contrast-to-noise ratio (CNR) with a factor of three or more and facilitates segmentation and quantitative characterization of pathologies. The method is currently successfully being applied by medical doctors in a number of specific retinal case studies. (C) 2007 Society of Photo-Optical Instrumentation Engineers.
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页数:10
相关论文
共 28 条
[1]   Speckle reduction in optical coherence tomography images by use of a spatially adaptive wavelet filter [J].
Adler, DC ;
Ko, TH ;
Fujimoto, JG .
OPTICS LETTERS, 2004, 29 (24) :2878-2880
[2]   USING DYNAMIC-PROGRAMMING FOR SOLVING VARIATIONAL-PROBLEMS IN VISION [J].
AMINI, AA ;
WEYMOUTH, TE ;
JAIN, RC .
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1990, 12 (09) :855-867
[3]  
[Anonymous], 1991, Ophthalmology, V98, P834
[4]  
[Anonymous], 1991, Ophthalmology, V98, P786
[5]  
[Anonymous], 1985, ARCH OPHTHALMOL-CHIC, V103, P1796, DOI [DOI 10.1001/ARCHOPHT.1985.01050120030015, 10.1001/archopht.1985.01050120030015]
[6]   Statistics and reduction of speckle in optical coherence tomography [J].
Bashkansky, M ;
Reintjes, J .
OPTICS LETTERS, 2000, 25 (08) :545-547
[7]  
Bellman R., 1957, DYNAMIC PROGRAMMING
[8]  
Bouma B.E., 2002, Handbook of Optical Coherence Tomography
[9]   Regularised shortest-path extraction [J].
Buckley, M ;
Yang, J .
PATTERN RECOGNITION LETTERS, 1997, 18 (07) :621-629
[10]  
CHRISTENSEN U, UNPUB QUANTIFICATION