Minimizing-Entropy and Fourier Consistency Network for Domain Adaptation on Optic Disc and Cup Segmentation

Minimizing-Entropy and Fourier Consistency Network for Domain Adaptation on Optic Disc and Cup Segmentation

Automated segmentation of the optic disc (OD) and optic cup (OC) from different datasets plays an important role in the diagnosis of glaucoma and greatly saves human resources in both data annotation and image segmentation. However, the domain shift between different datasets suppresses the generali...

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Bibliographic Details
Main Authors: Shao-Peng Xu, Tian-Bao Li, Zhe-Qi Zhang, Dan Song
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
OD and OC segmentation
unsupervised domain adaptation
entropy minimization
Fourier consistency
fundus image
Online Access:https://ieeexplore.ieee.org/document/9615072/

Internet

https://ieeexplore.ieee.org/document/9615072/

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