Retinal vessel segmentation based on U-Net network

To address the problems such as low segmentation accuracy due to small blood vessels in color fundus retinal images, a squeeze and excitation block is introduced in the encoding stage to focus on learning inter-channel connections to obtain more target features; an attention gate is introduced in the decoding stage to combine skip connections with an attention gate to eliminate the ambiguity of ir...