Bridging Human Evaluation to Infrared and Visible Image Fusion

讨论班2026.4.24——from w.l.y

Liu J, Li X, Mei Q, et al. Bridging Human Evaluation to Infrared and Visible Image Fusion[J]. arXiv preprint arXiv:2603.03871, 2026.

Motivation

• IVIF integrates complementary modalities to enhance scene perception
• focus on handcrafted losses and objective metrics
• fusion outcomes align with human visual preferences
• security surveillance and driver assistance systems

Method

• feedback reinforcement framework
• human-centric data and evaluation metrics
• domain-specific reward function
• Group Relative Policy Optimization

Method--RLHF

Method--data

Experiments