A Review of U-Net Network Medical Image Segmentation Applications
Yi Cai, Jiangying Yuan · 2022
This paper provides a comprehensive review of U-Net networks. It describes the basic structure and working principle of convolutional neural networks and U-Net networks, summarizes the improvement of U-Net network model; summarizes the improvement of U-Net network structure in terms of convolutional operation, pooling operation, fully connected layer and output layer; and outlooks the future development direction of U-Net networks.