This work presents a multi-focus image fusion method based on Transformer and U-Net with an unsupervised training fashion. In this work, the authors introduce into because it has great ability to capture global dependencies low-frequency features. processing, convolutional neural network (CNN) good performance of detailed feature extraction but weakness for extraction, limited power in local or...