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Dual encoding feature filtering generalized attention UNET for retinal vessel segmentation

ISLAM Md Tauhidul WU Da-Wen TANG Qing-Qing ZHAO Kai-Yang YIN Teng LI Yan-Fei SHANG Wen-Yi LIU Jing-Yu ZHANG Hai-Xian

四川大学学报(自然科学版)2025，Vol.62Issue(1)：P.79-95,17.

四川大学学报(自然科学版)2025，Vol.62Issue(1)：P.79-95,17.DOI:10.19907/j.0490-6756.240074

Dual encoding feature filtering generalized attention UNET for retinal vessel segmentation

ISLAM Md Tauhidul ¹WU Da-Wen ²TANG Qing-Qing ²ZHAO Kai-Yang ³YIN Teng ¹LI Yan-Fei ¹SHANG Wen-Yi ¹LIU Jing-Yu ¹ZHANG Hai-Xian¹

作者信息

1. Machine Intelligence Laboratory,College of Computer Science,Sichuan University,Chengdu 610064,China
2. Department of Ophthalmology,West China Hospital,Sichuan University,Chengdu 610041,China
3. West China School of Medicine,Sichuan University,Chengdu 610041,China
折叠

摘要

关键词

Vessel segmentation/Data balancing/Data augmentation/Dual encoder/Attention Mechanism/Model generalization

分类

信息技术与安全科学

引用本文复制引用

ISLAM Md Tauhidul,WU Da-Wen,TANG Qing-Qing,ZHAO Kai-Yang,YIN Teng,LI Yan-Fei,SHANG Wen-Yi,LIU Jing-Yu,ZHANG Hai-Xian..Dual encoding feature filtering generalized attention UNET for retinal vessel segmentation[J].四川大学学报(自然科学版),2025,62(1):P.79-95,17.

基金项目

四川省科技厅重点研发项目(2022ZDZX0023)。（2022ZDZX0023）

四川大学学报(自然科学版)

OA北大核心

ISSN：0490-6756

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