Retinal vessel image segmentation algorithm based on encoder-decoder structure

The accurate segmentation of retinal vessel image is significant for the early diagnosis of some diseases. A retinal vessel image segmentation algorithm based on an encoder-decoder structure is proposed. In the encoding section, the Inception module is used, which uses convolution kernels of differe...

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Bibliographic Details
Published in:	Multimedia tools and applications Vol. 81; no. 23; pp. 33361 - 33373
Main Authors:	Zhai, ZhengLi, Feng, Shu, Yao, Luyao, Li, Penghui
Format:	Journal Article
Language:	English
Published:	New York Springer US 01.09.2022 Springer Nature B.V
Subjects:	Algorithms Blood vessels Coders Computer Communication Networks Computer Science Data Structures and Information Theory Decoding Encoders-Decoders Feature extraction Image segmentation Medical imaging Modules Multimedia Information Systems Special Purpose and Application-Based Systems Inception module Image segmentation Feature fusion Retinal blood vessels Pyramid pooling modules
ISSN:	1380-7501, 1573-7721
Online Access:	Get full text
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