SEGMENTATION OF RETINAL ARTERIAL BIFURCATIONS IN 2D ADAPTIVE OPTICS OPHTHALMOSCOPY IMAGES

被引：0

作者：

Trimeche, Iyed ^{[1
,2
,3
]}

Rossant, Florence ^{[1
]}

Bloch, Isabelle ^{[2
]}

Paques, Michel ^{[3
]}

机构：

[1] ISEP, Paris, France

[2] Univ Paris Saclay, LTCI, Telecom ParisTech, Paris, France

[3] Quinze Vingts Hosp, Clin Invest Ctr 1423, Paris, France

来源：

2019 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP) | 2019年

关键词：

Active contours; segmentation; retinal arterial bifurcations; adaptive optics ophthalmoscopy images;

D O I：

10.1109/icip.2019.8803076

中图分类号：

TB8 [摄影技术];

学科分类号：

0804 ;

摘要：

The study of vascular morphometry requires segmenting vessels with high precision. Of particular clinical interest is the morphometric analysis of arterial bifurcations in Adaptive Optics Ophthalmoscopy (AOO) images of eye fundus. In this paper, we extend our previous approach for segmenting retinal vessel branches to the segmentation of bifurcations. This enables us to recover the microvascular tree and extract biomarkers that charactarize the blood flow. Segmentation results are shown to be within the range of intra- and inter-user variability, allowing a preliminary study on biomarkers derived from vessel diameter estimates at arterial bifurcations.

引用

页码：1490 / 1494

页数：5

共 12 条

[1] Comparison of retinal vessel measurements using adaptive optics scanning laser ophthalmoscopy and optical coherence tomography [J].

Arichika, Shigeta ;

Uji, Akihito ;

Ooto, Sotaro ;

Muraoka, Yuki ;

Yoshimura, Nagahisa .

JAPANESE JOURNAL OF OPHTHALMOLOGY, 2016, 60 (03) :166-171

[2] CADASIL [J].

Chabriat, Hugues ;

Joutel, Anne ;

Dichgans, Martin ;

Tournier-Lasserve, Elizabeth ;

Bousser, Marie-Germaine .

LANCET NEUROLOGY, 2009, 8 (07) :643-653

[3] Computer algorithms for the automated measurement of retinal arteriolar diameters [J].

Chapman, N ;

Witt, N ;

Gao, X ;

Bharath, AA ;

Stanton, AV ;

Thom, SA ;

Hughes, AD .

BRITISH JOURNAL OF OPHTHALMOLOGY, 2001, 85 (01) :74-79

[4] SNAKES - ACTIVE CONTOUR MODELS [J].

KASS, M ;

WITKIN, A ;

TERZOPOULOS, D .

INTERNATIONAL JOURNAL OF COMPUTER VISION, 1987, 1 (04) :321-331

[5] A fully automatic method for segmenting retinal artery walls in adaptive optics images [J].

Lerme, Nicolas ;

Rossant, Florence ;

Bloch, Isabelle ;

Paques, Michel ;

Koch, Edouard ;

Benesty, Jonathan .

PATTERN RECOGNITION LETTERS, 2016, 72 :72-81

[6] A review of 3D vessel lumen segmentation techniques: Models, features and extraction schemes [J].

Lesage, David ;

Angelini, Elsa D. ;

Bloch, Isabelle ;

Funka-Lea, Gareth .

MEDICAL IMAGE ANALYSIS, 2009, 13 (06) :819-845

[7] Retinal Vascular Branching in Healthy and Diabetic Subjects [J].

Luo, Ting ;

Gast, Thomas J. ;

Vermeer, Tyler J. ;

Burns, Stephen A. .

INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, 2017, 58 (05) :2685-2694

[8] The physiologtcal principle of minimom work I The vascular system and the cost of blood volume [J].

Murray, CD .

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 1926, 12 :207-214

[9]

Ramcharitar Steve, 2008, EuroIntervention, V3, P553, DOI 10.4244/EIJV3I5A100

[10] Parallel Double Snakes. Application to the segmentation of retinal layers in 2D-OCT for pathological subjects [J].

Rossant, Florence ;

Bloch, Isabelle ;

Ghorbel, Itebeddine ;

Paques, Michel .

PATTERN RECOGNITION, 2015, 48 (12) :3857-3870

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