Multichannel Retinal Blood Vessel Segmentation Based on the Combination of Matched Filter and U-Net Network.

Aiming at the current problem of insufficient extraction of small retinal blood vessels, we propose a retinal blood vessel segmentation algorithm that combines supervised learning and unsupervised learning algorithms. In this study, we use a multiscale matched filter with vessel enhancement capabili...

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Bibliographic Details
Published in:BioMed Research International pp. 1 - 19
Main Authors: Ma, Yuliang, Zhu, Zhenbin, Dong, Zhekang, Shen, Tao, Sun, Mingxu, Kong, Wanzeng
Format: equations & formulas pictorial research tables/charts Journal Article
Published: Wiley-Blackwell 5/26/2021
Online Access:View this record in EBSCOhost