Title :
Evaluation of SIRIUS retinal vessel width measurement in REVIEW dataset
Author :
Vazquez, S.G. ; Barreira, N. ; Penedo, M.G. ; Pena-Seijo, M. ; Gomez-Ulla, F.
Author_Institution :
Dept. of Comput. Sci., Univ. of A Coruna, A Coruna, Spain
Abstract :
This paper focuses on evaluating a method for measuring the retinal vessel widths in a recently publicly available database (REVIEW). The algorithm is based on deformable models and it constitutes an essential step in a methodology to compute the AVR automatically. This methodology is part of a web-based framework aimed to integrate diverse techniques in the field of retinal image analysis. The results achieved in the REVIEW database indicate the method is comparable or, in some cases, improves the accuracy of other techniques for measuring the vessel widths.
Keywords :
Web services; biomedical measurement; eye; medical image processing; REVIEW dataset; SIRIUS retinal vessel width measurement; deformable model; retinal image analysis; web based framework; Accuracy; Databases; Image edge detection; Observers; Optical variables measurement; Retina; Standards;
Conference_Titel :
Computer-Based Medical Systems (CBMS), 2013 IEEE 26th International Symposium on
Conference_Location :
Porto
DOI :
10.1109/CBMS.2013.6627767