图像融合武汉大学的马佳义老师在这方面研究得挺深的：https://github.com/jiayi-ma?tab=repositories
可见光和红外图像融合的benchmark：1.1、VIFB: A Visible and Infrared Image Fusion Benchmark（一个可见光与红外图像融合Benchmark）文章阅读_马鹏森的博客-CSDN博客
---------------------------红外图像增强----------------------------
IR-PFNet
Forked from wxywhu/IR-PFNet
基于红外光场设备的渐进式融合网络用于红外图像增强
Progressive Fusion Network Based on Infrared Light Field Equipment for Infrared Image Enhancement
Updated on 5 May
IRLF-WHU （数据集）
Forked from wxywhu/IRLF-WHU
基于红外光场设备的渐进式融合网络用于红外图像增强
Progressive Fusion Network Based on Infrared Light Field Equipment for Infrared Image Enhancement
JAS2022
Updated on 5 May
---------------------------可见光和红外图像融合----------------------------
CUFD
Forked from Meiqi-Gong/CUFD
CUFD:基于共同和独特特征分解的可见光和红外图像融合编解码网络
CUFD: An encoder-decoder network for visible and infrared image fusion based on common and unique feature decomposition
Updated on 11 Apr
PIAFusion
Forked from Linfeng-Tang/PIAFusion
PIAFusion:一种基于光照感知的渐进红外与可见光图像融合网络（tensorflow的官方实现）
PIAFusion: A Progressive Infrared and Visible Image Fusion Network Based on Illumination Aware
Updated on 2 Apr
SeAFusion
Forked from Linfeng-Tang/SeAFusion
当图像融合满足高级视觉任务时:语义感知的实时红外和可见光图像融合框架
When Image Fusion Meets High-Level Vision Tasks: A Semantic-Aware Real-time Infrared and Visible Image Fusion Framework
Updated on 2 Apr
GAN-FM
Forked from HaoZhang1018/GAN-FM
GAN-FM:使用具有全尺度跳跃连接和双马尔可夫鉴别器的GAN的红外和可见光图像融合
GAN-FM: Infrared and Visible Image Fusion Using GAN With Full-Scale Skip Connection and Dual Markovian Discriminators
Python 3 Updated on 1 Dec 2021
CSF
Forked from hanna-xu/CSF
基于分类显著性的可见光和红外图像融合规则
Classification Saliency-Based Rule for Visible and Infrared Image Fusion
Python 2 Updated on 24 Nov 2021
DRF
Forked from hanna-xu/DRF
DRF:可见光和红外图像融合的非纠缠表示
DRF: Disentangled Representation for Visible and Infrared Image Fusion