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cs.CV2026
AD-SRF: Attack-Defense Semantic Reinforcement for Multi-Modal Image Fusion
Hao Zhang, Zhiqian Zheng, Linfeng Tang +2
Existing image fusion methods struggle to balance visual quality and semantic attributes due to the inherent conflict between their optimization objectives. To address this challen…
cs.CV2025
LUT-Fuse: Towards Extremely Fast Infrared and Visible Image Fusion via Distillation to Learnable Look-Up Tables
Xunpeng Yi, Yibing Zhang, Xinyu Xiang +3
Current advanced research on infrared and visible image fusion primarily focuses on improving fusion performance, often neglecting the applicability on real-time fusion devices. In…