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...

Täydet tiedot

Tallennettuna:
Bibliografiset tiedot
Julkaisussa:Biomed Res Int
Päätekijät: Ma, Yuliang, Zhu, Zhenbin, Dong, Zhekang, Shen, Tao, Sun, Mingxu, Kong, Wanzeng
Aineistotyyppi: Artigo
Kieli:Inglês
Julkaistu: Hindawi 2021
Aiheet:
Research Article
Linkit:https://ncbi.nlm.nih.gov/pmc/articles/PMC8172291/
https://ncbi.nlm.nih.gov/pubmed/34124247
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1155/2021/5561125
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