@article{sgdfusesamguideddiffusionmodelforhighfid, title = {SGDFuse: SAM-Guided Diffusion Model for High-Fidelity Infrared and Visible Image Fusion}, author = {Xiaoyang Zhang and jinjiang Li and Guodong Fan and Yakun Ju and Linwei Fan and Jun Liu and Alex C. Kot}, year = {2025}, eprint = {2508.05264}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2508.05264}, }