A dual-branch network with cross-interaction for retinal vessel segmentation

CR-Net consists of two complementary branches for local detail recovery and global context modeling, respectively, and introduces a cross-branch interaction strategy to enhance the joint segmentation of fine capillaries and major vascular structures and indicates that CR-Net is effective for retinal vessel segmentation.