Improved fully convolutional neuron networks on small retinal vessel segmentation using local phase as attention

Retinal images have been proven significant in diagnosing multiple diseases such as diabetes, glaucoma, and hypertension. Retinal vessel segmentation is crucial for the quantitative analysis of retinal images. However, current methods mainly concentrate on the segmentation performance of overall ret...

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Bibliographic Details
Main Authors: Xihe Kuang, Xiayu Xu, Leyuan Fang, Ehsan Kozegar, Huachao Chen, Yue Sun, Fan Huang, Tao Tan
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-03-01
Series:Frontiers in Medicine
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fmed.2023.1038534/full