Adaptive multi-scale feature extraction and fusion network with deep supervision for retinal vessel segmentation
Adaptive multi-scale feature extraction and fusion network with deep supervision for retinal vessel segmentation
Xiaolong Zhu,Borui Cao,Weihang Zhang,Huiqi Li
2025 · DOI: 10.1007/s00530-025-01789-3
Multimedia Systems · 4 Citations
TLDR
An adaptive multi-scale feature extraction and fusion network with deep supervision (AMFEF-Net) is proposed for retinal vessel segmentation, demonstrating AMFEF-Net’s superior segmentation performance, particularly in the segmentation of tiny vessels and the extraction of the whole vascular network.