Infrared and Visible Image Fusion using a Deep Learning Framework

Hui Li, Xiao-Jun Wu*, Josef Kittler
International Conference of Pattern Recognition 2018

Li H, Wu X J, Kittler J. Infrared and Visible Image Fusion using a Deep Learning Framework[C]//Pattern Recognition (ICPR), 2018 24rd International Conference on. IEEE, 2018: 2705 - 2710.

• IEEEXplore
• ArXiv

Requirements

You will need the following tools to run this codes:

• MatConvNet
• VGG-19, imagenet-vgg-verydeep-19

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

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.'

Pytorch version

For reference only

https://github.com/GrimReaperSam/imagefusion_pytorch

Citation

Li H, Wu X J, Kittler J. Infrared and Visible Image Fusion using a Deep Learning Framework[C]//Pattern Recognition (ICPR), 2018 24rd International Conference on. IEEE, 2018: 2705 - 2710.

@inproceedings{li2018infrared,
  title={Infrared and Visible Image Fusion using a Deep Learning Framework},
  author={Li, Hui and Wu, Xiao-Jun and Kittler, Josef},
  booktitle={2018 24th International Conference on Pattern Recognition (ICPR)},
  pages={2705--2710},
  year={2018},
  organization={IEEE}
}