baolinhu / imagefusion_resnet50

Infrared and Visible Image Fusion with ResNet and zero-phase component analysis

Infrared and Visible Image Fusion with ResNet and zero-phase component analysis

Li H, Wu X J. Infrared and Visible Image Fusion with ResNet and zero-phase component analysis[J]. arXiv preprint arXiv:1806.07119, 2018. (https://arxiv.org/abs/1806.07119)

Fusion method

The effect of ZCA operation

ZCA and L1-norm operations

Resize and soft-max opeartions

Experimental results

Requirements

You will need the following tools to run this codes:

• MatConvNet
• ResNet-50

If you have any question about this code, feel free to reach me([e-mail])

Citation

If you use this code

@misc{li2018IVimagefusion_resnet50,
    author = {Hui Li},
    title = {CODE: Infrared and Visible Image Fusion with ResNet and zero-phase component analysis},
    year = {2018},
    publisher = {GitHub},
    journal = {GitHub repository},
    howpublished = {\url{https://github.com/exceptionLi/imagefusion_resnet50}}
  }