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Segmentation of Blood Vessels from Fundus Retinal Images by Using Gabor Transformation

Authors :
Alice Krestanova
Jana Kosturikova
Jan Kubicek
Source :
IFMBE Proceedings ISBN: 9783030316341
Publication Year :
2019
Publisher :
Springer International Publishing, 2019.

Abstract

In this paper, it was using segmentation based on Gabor transformation for extraction the retinal blood vessels. The algorithm has been applied on images from freely accessible DRIVE and STARE databases. The segmentation algorithm provides the possibility of automatic modeling and consequent extraction of the retinal vascular system. Resultant images are in the form of a binary map. An algorithm for calculating the value of the curvature of the retinal vessels and thus objectifying the tortuosity can be applied to these images.

Details

ISBN :
978-3-030-31634-1
ISBNs :
9783030316341
Database :
OpenAIRE
Journal :
IFMBE Proceedings ISBN: 9783030316341
Accession number :
edsair.doi...........f9c09d5f21d6de823bb26dd837431d0c
Full Text :
https://doi.org/10.1007/978-3-030-31635-8_198