Optic Nerve Head Registration Via Hemispherical Surface and Volume Registration

被引:13
作者
Gibson, Eli [1 ]
Young, Mei [1 ]
Sarunic, Marinko V. [1 ]
Beg, Mirza Faisal [1 ]
机构
[1] Simon Fraser Univ, Sch Engn Sci, Burnaby, BC V5A 1S6, Canada
基金
加拿大自然科学与工程研究理事会; 加拿大健康研究院;
关键词
Image classification; image registration; shape analysis and statistics;
D O I
10.1109/TBME.2010.2060337
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
We present an automated method for nonrigid registration of the optic nerve head (ONH) surfaces extracted from 3-D optical coherence tomography images to give a one-to-one correspondence between two ONH surfaces. This allows development of population-average ONH surfaces, pooling of morphometric data measured on ONH surfaces from multiple subjects into a single chosen template surface, and statistical analysis (cross sectional, or longitudinal, or both) in a common coordinate system. An application of this coordinate system to construct an average ONH shape across an illustrative dataset is demonstrated, and the impact of template selection is assessed.
引用
收藏
页码:2592 / 2595
页数:4
相关论文
共 11 条
[1]  
Amstutz C.A., 2005, INVEST OPHTHALMOL VI, V46, P2580
[2]   Computing large deformation metric mappings via geodesic flows of diffeomorphisms [J].
Beg, MF ;
Miller, MI ;
Trouvé, A ;
Younes, L .
INTERNATIONAL JOURNAL OF COMPUTER VISION, 2005, 61 (02) :139-157
[3]   Mean value coordinates [J].
Floater, MS .
COMPUTER AIDED GEOMETRIC DESIGN, 2003, 20 (01) :19-27
[4]  
Gibson E, 2009, LECT NOTES COMPUT SC, V5761, P713, DOI 10.1007/978-3-642-04268-3_88
[5]  
NIEMEIJER M, 2009, MED IMAG, V7259
[6]   Comparison of three optical coherence tomography scanning areas for detection of glaucomatous damage [J].
Wollstein, G ;
Ishikawa, H ;
Wang, JP ;
Beaton, SA ;
Schuman, JS .
AMERICAN JOURNAL OF OPHTHALMOLOGY, 2005, 139 (01) :39-43
[7]   3-D histomorphometry of the normal and early glaucomatous monkey optic nerve head: Prelaminar neural tissues and cupping [J].
Yang, Hongli ;
Downs, J. Crawford ;
Bellezza, Anthony ;
Thompson, Hilary ;
Burgoyne, Claude F. .
INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, 2007, 48 (11) :5068-5084
[8]   Physiologic Intereye Differences in Monkey Optic Nerve Head Architecture and Their Relation to Changes in Early Experimental Glaucoma [J].
Yang, Hongli ;
Downs, J. Crawford ;
Burgoyne, Claude F. .
INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, 2009, 50 (01) :224-234
[9]  
YEO BTT, P MICCAI 2008, V11, P745
[10]   Morphometric Analysis of the Optic Nerve Head with Optical Coherence Tomography [J].
Young, M. ;
Lee, S. ;
Gibson, E. ;
Hsu, K. ;
Beg, M. F. ;
Mackenzie, P. J. ;
Sarunic, M. V. .
OPTICAL COHERENCE TOMOGRAPHY AND COHERENCE DOMAIN OPTICAL METHODS IN BIOMEDICINE XIV, 2010, 7554