Enhancing Retinal Blood Vessel Segmentation through Self-Supervised Pre-Training

The segmentation of the retinal vasculature is fundamental in the study of many diseases. However, its manual completion is problematic, which motivates the research on automatic methods. Nowadays, these methods usually employ Fully Convolutional Networks (FCNs), whose success is highly conditioned...

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Bibliographic Details
Main Authors: José Morano, Álvaro S. Hervella, Noelia Barreira, Jorge Novo, José Rouco
Format: Article
Language:English
Published: MDPI AG 2020-08-01
Series:Proceedings
Subjects:
Online Access:https://www.mdpi.com/2504-3900/54/1/44