Chaining a U-Net With a Residual U-Net for Retinal Blood Vessels Segmentation

Chaining a U-Net With a Residual U-Net for Retinal Blood Vessels Segmentation

Retina images are the only non-invasive way of accessing the cardiovascular system, offering us a means of observing patterns such as microaneurysms, hemorrhages and the vasculature structure which can be used to diagnose a variety of diseases. The main goal of this paper is to automate retinal bloo...

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Bibliographic Details
Main Authors: Gendry Alfonso Francia, Carlos Pedraza, Marco Aceves, Saul Tovar-Arriaga
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Retina vessel segmentation
convolutional neural network
U-Net
residual block
F1-Score
Online Access:https://ieeexplore.ieee.org/document/9006842/

Internet

https://ieeexplore.ieee.org/document/9006842/

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