Retinal vessel segmentation based on Fully Convolutional Neural Networks

The retinal vascular condition is a reliable biomarker of several ophthalmologic and cardiovascular diseases, so automatic vessel segmentation may be crucial to diagnose and monitor them. In this paper, we propose a novel method that combines the multiscale analysis provided by the Stationary Wavele...

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Bibliographic Details
Main Author: Oliveira, Americo (author)
Other Authors: Pereira, Sergio (author), Silva, Carlos A. (author)
Format: article
Language:eng
Published: 2018
Subjects:
Fully Convolutional Neural Network
Stationary Wavelet Transform
Retinal fundus image
Vessel segmentation
Deep learning
Engenharia e Tecnologia::Engenharia Médica
Science & Technology
Saúde de qualidade
Online Access:http://hdl.handle.net/1822/71250
Country:Portugal
Oai:oai:repositorium.sdum.uminho.pt:1822/71250

Internet

http://hdl.handle.net/1822/71250

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