Conference
Open access
Sep 2026
Interactive All-in-One Image Restoration and Fusion
Supervised infrared-visible image fusion (IVIF) often overfits limited training distributions, creating a critical generalization gap under open-world degradations (rain, haze, low light, noise, blur). To address this issue, we propose AIR-Fusion, a parameter-efficient adaptation of a frozen, restoration-capable latent...
Bing Cao, Qiang Zhang, Xing-Xin Xu et al.
· Proceedings of the Thirty-Fi... · 0 citations