imagefusion_Infrared_visible_latlrr-master
所属分类：图形图像处理
开发工具：matlab
文件大小：6783KB
下载次数：3
上传日期：2020-10-21 13:34:06
上 传 者：
lqysji
说明： 红外可见光融合相关的原始图像和matlaba程序，可以运行！
(imagefusion_Infrared_visible)
文件列表:
framework (0, 2019-12-21)
framework\framework.png (554298, 2019-12-21)
framework\latlrr.png (847108, 2019-12-21)
fusion_latlrr.m (1127, 2019-12-21)
latent_lrr.m (2246, 2019-12-21)
source_images (0, 2019-12-21)
source_images\IV_images (0, 2019-12-21)
source_images\IV_images\IR1.png (45484, 2019-12-21)
source_images\IV_images\IR10.png (169972, 2019-12-21)
source_images\IV_images\IR11.png (34320, 2019-12-21)
source_images\IV_images\IR12.png (140235, 2019-12-21)
source_images\IV_images\IR13.png (129217, 2019-12-21)
source_images\IV_images\IR14.png (149715, 2019-12-21)
source_images\IV_images\IR15.png (178902, 2019-12-21)
source_images\IV_images\IR16.png (113252, 2019-12-21)
source_images\IV_images\IR17.png (128381, 2019-12-21)
source_images\IV_images\IR18.png (138003, 2019-12-21)
source_images\IV_images\IR19.png (141309, 2019-12-21)
source_images\IV_images\IR2.png (126598, 2019-12-21)
source_images\IV_images\IR20.png (173652, 2019-12-21)
source_images\IV_images\IR21.png (142388, 2019-12-21)
source_images\IV_images\IR3.png (93367, 2019-12-21)
source_images\IV_images\IR4.png (95179, 2019-12-21)
source_images\IV_images\IR5.png (53427, 2019-12-21)
source_images\IV_images\IR6.png (171508, 2019-12-21)
source_images\IV_images\IR7.png (58886, 2019-12-21)
source_images\IV_images\IR8.png (38341, 2019-12-21)
source_images\IV_images\IR9.png (169747, 2019-12-21)
source_images\IV_images\VIS1.jpg (12526, 2019-12-21)
source_images\IV_images\VIS1.png (46593, 2019-12-21)
source_images\IV_images\VIS10.png (253113, 2019-12-21)
source_images\IV_images\VIS11.png (40183, 2019-12-21)
source_images\IV_images\VIS12.png (130006, 2019-12-21)
source_images\IV_images\VIS13.png (149815, 2019-12-21)
source_images\IV_images\VIS14.png (233962, 2019-12-21)
source_images\IV_images\VIS15.png (239007, 2019-12-21)
source_images\IV_images\VIS16.png (131078, 2019-12-21)
source_images\IV_images\VIS17.png (104368, 2019-12-21)
... ...
# Infrared and visible image fusion using Latent Low-Rank Representation
[Hui Li, Xiao-Jun Wu. Infrared and visible image fusion using Latent Low-Rank Representation.](https://arxiv.org/abs/1804.08992)
## Latent Low-Rank Representation
## The framework for fusion method
## Abstract
We propose a novel image fusion method based on latent low-rank representation (LatLRR) which is simple and effective.
Firstly, the source images are decomposed into low-rank part and saliency part by LatLRR. The global structure information is preserved by low-rank part, and the local structure information is extracted by saliency part.
Then, the low-rank parts are fused by weighted-average strategy, and the saliency parts are simply fused by sum strategy.
Finally, the fused image is obtained by combining the fused low-rank part and the fused saliency part.
## Source code
1 fusion_latlrr.m ----- our method
2 latlent_lrr.m ------- latent low-rank representation method
## Latent LRR
Thr Latent LRR method is proposed by Guangcan Liu in 2011.
"Liu G, Yan S. Latent Low-Rank Representation for subspace segmentation and feature extraction[C] International Conference on Computer Vision. IEEE Computer Society, 2011:1615-1622."
And we just use this method in our paper without change.
# Citation
For codes:
```
@misc{li2017IVimagefusion_latentLRR,
author = {Hui Li},
title = {CODE: Infrared and visible image fusion using Latent Low-Rank Representation},
year = {2017},
note = {\url{https://github.com/exceptionLi/imagefusion_Infrared_visible_latlrr}}
}
```
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