Semantic Segmentation of Eye Fundus Images Using Convolutional Neural Networks

Semantic Segmentation of Eye Fundus Images Using Convolutional Neural Networks

This article reviews the problems of eye bottom fundus analysis and semantic segmentation algorithms used to distinguish the eye vessels and the optical disk. Various diseases, such as glaucoma, hypertension, diabetic retinopathy, macular degeneration, etc., can be diagnosed through changes and ano...

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Bibliographic Details
Main Authors: Ričardas Toliušis, Olga Kurasova, Jolita Bernatavičienė
Format: Article
Language:English
Published: Vilnius University Press 2019-10-01
Series:Informacijos Mokslai
Subjects:
U-Net
deep learning
artificial neural networks
semantic segmentation
eye fundus
Online Access:http://www.zurnalai.vu.lt/informacijos-mokslai/article/view/14798

Internet

http://www.zurnalai.vu.lt/informacijos-mokslai/article/view/14798

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