JinyuanLiu-CV / MFEIF

Learning a Deep Multi-scale Feature Ensemble and an Edge-attention Guidance for Image Fusion

MFEIF

MFEIF: Learning a Deep Multi-scale Feature Ensemble and an Edge-attention Guidance for Image Fusion

Paper

Requirements

• Python :: 3.8
• Torch :: 1.8
• TorchVersion :: 0.9.1
• tqdm opencv-python pyyaml kornia ptflops

Getting Started

Installation

Clone this GitHub repository to your local.

Test

Run python fuse.py in shell

Citation

If you find MFEIF useful in your research, it is recommended that you cite this paper.

@ARTICLE{9349250,
  author={J. {Liu} and X. {Fan} and J. {Jiang} and R. {Liu} and Z. {Luo}},
  journal={IEEE Transactions on Circuits and Systems for Video Technology}, 
  title={Learning a Deep Multi-scale Feature Ensemble and an Edge-attention Guidance for Image Fusion}, 
  year={2021},
  volume={},
  number={},
  pages={1-1},
  doi={10.1109/TCSVT.2021.3056725}}

Contact

For any questions, please open an issue.