2026
Robust Fusion Controller: Degradation-Aware Image Fusion with Fine-Grained Language Instructions
AAAI 2026technical
Current image fusion methods struggle to adapt to real-world environments encompassing diverse degradations with spatially varying characteristics. To address this challenge, we propose a robust fusion controller (RFC) capable of achieving degradation-aware image fusion through fine-grained language