Xin-Yu Zhang

CGDD-Net: Context-Guided Dynamic Detail Modeling for Retinal Vessel Segmentation

Accurate retinal vessel segmentation requires features that capture vascular geometry while preserving information for fine-scale reconstruction. We propose CGDD-Net, a context-guided dynamic detail modeling network that connects adaptive feature extraction to a shared decoder pathway. Context-Guided Scale-Adaptive Def...