RealFusion: Rethinking Infrared and Visible Image Fusion from A Modality-Invariant Perspective.
Existing fusion methods integrate complementary information from source images to generate a mixed-modality fused image, causing visually ambiguous representations that degrade downstream task performance (e.g., segmentation and detection). Therefore, we rethink infrared and visible image fusion from a modality-invaria...