# imagefusion_resnet50

**Repository Path**: liuchang0286_admin/imagefusion_resnet50

## Basic Information

- **Project Name**: imagefusion_resnet50
- **Description**: Infrared and Visible Image Fusion with ResNet and zero-phase component analysis.(Journal of Infrared Physics & Technology 2019)
- **Primary Language**: Unknown
- **License**: Not specified
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2020-10-16
- **Last Updated**: 2020-12-19

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

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

Journal of Infrared Physics & Technology, 2019

- [Infrared Physics & Technology](https://www.sciencedirect.com/science/article/pii/S1350449519301525) 
- [arXiv](https://arxiv.org/abs/1806.07119)

## Fusion method
![](https://github.com/hli1221/imagefusion_resnet50/blob/master/figures/framework.png)

## The effect of ZCA operation
![](https://github.com/hli1221/imagefusion_resnet50/blob/master/figures/zca_operation.png)

## ZCA and L1-norm operations
![](https://github.com/hli1221/imagefusion_resnet50/blob/master/figures/zca_l1norm.png)

## Resize and soft-max opeartions
![](https://github.com/hli1221/imagefusion_resnet50/blob/master/figures/soft_max.png)


## Experimental results
![](https://github.com/hli1221/imagefusion_resnet50/blob/master/figures/results.png)

## Requirements
You will need the following tools to run this codes:
- [MatConvNet](http://www.vlfeat.org/matconvnet/)
- [ResNet-50](http://www.vlfeat.org/matconvnet/pretrained/)


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

# Citation

```
@article{li2019infrared,
  title={Infrared and Visible Image Fusion with ResNet and zero-phase component analysis},
  author={Li, Hui and Wu, Xiao-Jun and Durrani, Tariq S},
  journal={Infrared Physics \& Technology},
  volume={102},
  pages={103039},
  year={2019},
  publisher={Elsevier}
}
```