YDTR: Infrared and Visible Image Fusion Via Y-shape Dynamic Transformer Video

Given its remarkable capability for feature extraction in computer vision tasks, deep learning (DL) has been extensively utilized to fuse infrared and visible images. However, the existing DL-based methods generally extract complementary information from source images through convolutional operations, which results in limited preservation of global features. To this end, we propose a novel infrared and visible image fusion method, i.e., the Y-shape dynamic Transformer (YDTR). Speciï¬