无线电工程2023,Vol.53Issue(9):1990-2001,12.DOI:10.3969/j.issn.1003-3106.2023.09.002
跨级可变形Transformer编解码视网膜图像分割算法
Cross-stage Deformable Transformer Encoding and Decoding Algorithm for Retinal Image Segmentation
摘要
关键词
可变形 Transformer/跨级融合骨干/加权交叉焦点损失函数/视网膜血管图像分割/深层语义门控注意模块Key words
deformable Transformer/cross-level fusion backbone/weighted cross-focus loss function/retinal vascular image segmentation/deep semantic gated attention module分类
信息技术与安全科学引用本文复制引用
梁礼明,阳渊,何安军,李仁杰..跨级可变形Transformer编解码视网膜图像分割算法[J].无线电工程,2023,53(9):1990-2001,12.基金项目
国家自然科学基金(51365017,61463018) (51365017,61463018)
江西省自然科学基金面上项目(20192BAB205084) (20192BAB205084)
江西省教育厅科学技术研究重点项目(GJJ170491) (GJJ170491)
江西省研究生创新专项资金项目(YC2022-S676)National Natural Science Foundation of China(51365017,61463018) (YC2022-S676)
General Program of Jiangxi Provincial Natural Science Foundation of China(20192BAB205084) (20192BAB205084)
Jiangxi Provincial Department of Education Science and Technology Research Key Project(GJJ170491) (GJJ170491)
Jiangxi Province Graduate Innovation Special Fund Project(YC2022-S676) (YC2022-S676)