Spatio-temporal characterization of vessel segments applied to retinal angiographic images

被引:1
作者
Bouaoune, Y [1 ]
Assogba, MK [1 ]
Nunes, JC [1 ]
Bunel, P [1 ]
机构
[1] Univ Paris 12, Lab Etude & Rech Instrumentat, Signaux & Syst LERISS, F-94010 Creteil, France
关键词
spatio-temporal characterization; vessel segment correspondence; retinal angiography; sickle cell retinopathy;
D O I
10.1016/S0167-8655(02)00280-5
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper, we present a new approach of analysis and recognition of retinal vessel segments for the quantification of their shapes change due to alterations. This approach is based on a spatial followed by a temporal characterization of retinal fluorescein angiographic images. The spatial characteristics (coordinates and classification number i.e. numbering of segments) are associated to bifurcation points (bp), which are matched in temporal image pairs for vessel segments correspondence forming. The matching process uses spatial and temporal characteristics between the bp and their surrounded vessel segments by computing a coefficient of similarity measurement. The recognition of vessel segments will help ophthalmologists in quantifying changes in vessel shape parameters and detect the temporal evolution of some retinal pathologies as the Sickle Cell retinopathy in our case. (C) 2002 Elsevier Science B.V. All rights reserved.
引用
收藏
页码:607 / 615
页数:9
相关论文
共 11 条
[1]  
ASSOGBA K, 1999, THESIS U PARIS 12
[2]  
BINAGHI M, 1993, ENCY MED CHIR
[3]   A SURVEY OF IMAGE REGISTRATION TECHNIQUES [J].
BROWN, LG .
COMPUTING SURVEYS, 1992, 24 (04) :325-376
[4]  
BUNEL P, 1996, 10 NORD BALT C BIOM
[5]  
DIESTEL V, 2000, GRADUATE TEXTS MATH, V13
[6]   Quantification and characterisation of arteries in retinal images [J].
Gao, XHW ;
Bharath, A ;
Stanton, A ;
Hughes, A ;
Chapman, N ;
Thom, S .
COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 2000, 63 (02) :133-146
[7]  
HIVERNAT C, 1998, 3529 INR
[8]  
KONE T, 1994, C ASS RES VIS OPHTH
[9]   A fuzzy vessel tracking algorithm for retinal images based on fuzzy clustering [J].
Tolias, YA ;
Panas, SM .
IEEE TRANSACTIONS ON MEDICAL IMAGING, 1998, 17 (02) :263-273
[10]   A multimodal registration algorithm of eye fundus images using vessels detection and Hough transform [J].
Zana, F ;
Klein, JC .
IEEE TRANSACTIONS ON MEDICAL IMAGING, 1999, 18 (05) :419-428