Pyramid-Net: Intra-layer Pyramid-Scale Feature Aggregation Network for Retinal Vessel Segmentation

Pyramid-Net: Intra-layer Pyramid-Scale Feature Aggregation Network for Retinal Vessel Segmentation

Retinal vessel segmentation plays an important role in the diagnosis of eye-related diseases and biomarkers discovery. Existing works perform multi-scale feature aggregation in an inter-layer manner, namely inter-layer feature aggregation. However, such an approach only fuses features at either a lo...

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Bibliographic Details
Main Authors: Jiawei Zhang, Yanchun Zhang, Hailong Qiu, Wen Xie, Zeyang Yao, Haiyun Yuan, Qianjun Jia, Tianchen Wang, Yiyu Shi, Meiping Huang, Jian Zhuang, Xiaowei Xu
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-12-01
Series:Frontiers in Medicine
Subjects:
deep learning
neural network
feature aggregation
pyramid scale
retinal vessel segmentation
Online Access:https://www.frontiersin.org/articles/10.3389/fmed.2021.761050/full

Internet

https://www.frontiersin.org/articles/10.3389/fmed.2021.761050/full

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