DAFusion

Tianwei Guan, Haozhen Wei, Yuhan Zhou, Jun Ma, Zecheng Xu, Zhiying Jiang, Jinyuan Liu, Xingyuan Li, "Domain Adaptation Guided Infrared and Visible Image Fusion", Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 2026.

Environment

# create virtual environment
conda create -n DAFusion python=3.8
conda activate DAFusion
# install requirements
pip install -r requirements.txt

Test Image Fusion

Our checkpoints can be found in "ckpt/DAFusion.pth". Then, you can test our pure fusion method through

python test.py

Color Gray Images

You can color the output gray images for task-guided image fusion training and testing through

python tocolor.py