Infrared and Visible Image Fusion using a Deep Learning Framework

International Conference of Pattern Recognition 2018(Accepted)

Li H, Wu X J, Kittler J. Infrared and Visible Image Fusion using a Deep Learning Framework[J]. arXiv preprint arXiv:1804.06992, 2018.(https://arxiv.org/abs/1804.06992)

Fusion method

Fusion detail content

Multi-layers fusion strategy

Quality metric - Nabf

Nabf - 'B. K. Shreyamsha Kumar. Multifocus and Multispectral Image Fusion based on Pixel Significance using Discrete Cosine Harmonic Wavelet Transform. Signal, Image and Video Processing, 2012.'

Requirements

You will need the following tools to run this codes:

• MatConvNet
• VGG-19

If you have any question about this code, feel free to reach me(hui_li_jnu@163.com)

For Pytorch version

For reference only

https://github.com/GrimReaperSam/imagefusion_pytorch

Citation

For paper:

Li H, Wu X J, Kittler J. Infrared and Visible Image Fusion using a Deep Learning Framework[J]. arXiv preprint arXiv:1804.06992, 2018.

For code:

@misc{li2018IVimagefusion_deeplearning,
    author = {Hui Li},
    title = {CODE: Infrared and Visible Image Fusion using a Deep Learning Framework},
    year = {2017},
    publisher = {GitHub},
    journal = {GitHub repository},
    howpublished = {\url{https://github.com/exceptionLi/imagefusion_deeplearning}}
  }