3 papers
cs.CV2026
Infrared-Assisted Single-Stage Framework for Joint Restoration and Fusion of Visible and Infrared Images under Hazy Conditions
Huafeng Li, Jiaqi Fang, Yafei Zhang +1
Infrared and visible (IR-VIS) image fusion has gained significant attention for its broad application value. However, existing methods often neglect the complementary role of infra…
cs.CV2025
UniFuse: A Unified All-in-One Framework for Multi-Modal Medical Image Fusion Under Diverse Degradations and Misalignments
Dayong Su, Yafei Zhang, Huafeng Li +2
Current multimodal medical image fusion typically assumes that source images are of high quality and perfectly aligned at the pixel level. Its effectiveness heavily relies on these…
cs.CV2024
Instruction-Driven Fusion of Infrared-Visible Images: Tailoring for Diverse Downstream Tasks
Zengyi Yang, Yafei Zhang, Huafeng Li +1
The primary value of infrared and visible image fusion technology lies in applying the fusion results to downstream tasks. However, existing methods face challenges such as increas…