Modified Depthwise Parallel Attention UNet for Retinal Vessel Segmentation

Modified Depthwise Parallel Attention UNet for Retinal Vessel Segmentation

Retinal fundus images contain highly informative geometrical features for detecting diabetic retinopathy (DR), including vessels, especially thin and low-contrast vessels, which are predominant features for accurately diagnosing diabetic retinopathy. Automatic segmentation methods have been develope...

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Bibliographic Details
Main Authors: K. Radha, Yepuganti Karuna
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Diabetic retinopathy
vessel segmentation
depth-wise separable convolution
UNet
attention mechanism
deep learning
Online Access:https://ieeexplore.ieee.org/document/10255652/

Internet

https://ieeexplore.ieee.org/document/10255652/

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