Less is More: Infrared and Visible Images Fusion via Semantic-Guided Mixture of Multi-Feature Experts

Infrared (IR) and visible image fusion (IVIF) has become prevalent in recent years. By leveraging the complementary characteristics of infrared and visible images, we can obtain visually-appealing fused images, which further facilitate subsequent scene understanding and object detection from day to night. Integrating complementary information while simultaneously eliminating redundancy is a crucial challenge in fusion. Most of available deep learning based methods, after being trained, execute s