A comparative study towards the establishment of an automatic retinal vessel width measurement technique

F. Huang, B. Dasht Bozorg, A.K.S. Yeung, J. Zhang, T.J.M. Berendschot, B.M. ter Haar Romeny

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

7 Citaten (Scopus)

Samenvatting

In this paper, we propose an automatic technique for the assessment of retinal vessel caliber in fundus images using a fully automatic technique exploiting a multi-scale active contour technique. The proposed method is compared with the well-known semi-automated IVAN software and the Vampire width annotation tool. Experimental results show that our approach is able to provide fast and fully automatic caliber measurements with similar caliber measurement and comparable system error as the IVAN software. It will benefit the analysis of quantitative retinal vessel caliber measurements in large-scale screening programs.

Originele taal-2Engels
TitelFetal, infant and ophthalmic medical image analysis - International Workshop, FIFI 2017 and 4th International Workshop, OMIA 2017 Held in Conjunction with MICCAI 2017, Proceedings
UitgeverijSpringer
Pagina's227-234
Aantal pagina's8
ISBN van geprinte versie9783319675602
DOI's
StatusGepubliceerd - 2017
Evenement4th International Workshop on Ophthalmic Medical Image Analysis (OMIA 2017) - Quebec City, Canada
Duur: 10 sep. 201710 sep. 2017
Congresnummer: 4
http://pippi.cs.ucl.ac.uk/

Publicatie series

NaamLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume10554 LNCS
ISSN van geprinte versie0302-9743
ISSN van elektronische versie1611-3349

Congres

Congres4th International Workshop on Ophthalmic Medical Image Analysis (OMIA 2017)
Verkorte titelOMIA 2017
Land/RegioCanada
StadQuebec City
Periode10/09/1710/09/17
Internet adres

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