The transformer-based semantic segmentation approaches, which divide the image into different regions by sliding windows and model the relation inside each window, have achieved outstanding success.

Abstract: Accurate and reliable image segmentation is of great importance in quantitative medical image analysis. In ophthalmology, translational applications of medical imaging were —until recently ...