AI RESEARCH
Bringing Multimodal Large Language Models to Infrared-Visible Image Fusion Quality Assessment
arXiv CS.CV
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ArXi:2605.06969v1 Announce Type: new Infrared-Visible image fusion (IVIF) aims to integrate thermal information and detailed spatial structures into a single fused image to enhance perception. However, existing evaluation approaches tend to over-optimize both hand-crafted no-reference statistics and full-reference metrics that treat the source images as pseudo ground truths.