通用图像融合框架论文及代码整理

通用图像融合框架论文及代码整理

首先附上近期整理基于深度学习的图像融合论文的思维导图

本篇博客主要整理通用图像融合框架的论文和代码

图像融合系列博客还有：

1. 图像融合论文及代码整理最全大合集参见：图像融合论文及代码整理最全大合集
2. 图像融合综述论文整理参见：图像融合综述论文整理
3. 图像融合评估指标参见：红外和可见光图像融合评估指标
4. 图像融合常用数据集整理参见：图像融合常用数据集整理
5. 通用图像融合框架论文及代码整理参见：通用图像融合框架论文及代码整理
6. 基于深度学习的红外和可见光图像融合论文及代码整理参见:基于深度学习的红外和可见光图像融合论文及代码整理
7. 更加详细的红外和可见光图像融合代码参见：红外和可见光图像融合论文及代码整理
8. 基于深度学习的多曝光图像融合论文及代码整理参见：基于深度学习的多曝光图像融合论文及代码整理
9. 基于深度学习的多聚焦图像融合论文及代码整理参见：基于深度学习的多聚焦图像融合(Multi-focus Image Fusion)论文及代码整理
10. 基于深度学习的全色图像锐化论文及代码整理参见：基于深度学习的全色图像锐化(Pansharpening)论文及代码整理
11. 基于深度学习的医学图像融合论文及代码整理参见：基于深度学习的医学图像融合(Medical image fusion)论文及代码整理
12. 彩色图像融合参见: 彩色图像融合
13. SeAFusion:首个结合高级视觉任务的图像融合框架参见：SeAFusion:首个结合高级视觉任务的图像融合框架

传统的通用图像融合框架

1. A general framework for image fusion based on multi-scale transform and sparse representation [MST-SR(IF 2015)] [Paper] [Code]

基于深度学习的图像融合框架

1. IFCNN: A general image fusion framework based on convolutional neural network [IFCNN(IF 2020)] [Paper] [Code]

2. FusionDN: A Unified Densely Connected Network for Image Fusion [FusionDN(AAAI 2020)] [Paper] [Code]

3. Rethinking the Image Fusion: A Fast Unified Image Fusion Network based on Proportional Maintenance of Gradient and Intensity [PMGI(AAAI 2020)] [Paper] [Code]

4. Deep Convolutional Neural Network for Multi-Modal Image Restoration and Fusion [CU-Net(TPAMI 2021)] [Paper]

5. SDNet: A Versatile Squeeze-and-Decomposition Network for Real-Time Image Fusion [SDNe(IJCV 2021)] [Paper] [Code]

6. Unsupervised Deep Image Fusion With Structure Tensor Representations

[DIF-Net(TIP 2021)] [Paper] [Code]

7. IFSepR: A general framework for image fusion based on separate representation learning [IFSepR(TMM 2021)] [Paper]

8. Multiple Task-Oriented Encoders for Unified Image Fusion [MTOE(ICME 2021)] [Paper]

9. U2Fusion: A Unified Unsupervised Image Fusion Network [U2Fusion(TPAMI 2022)] [Paper] [Code]

10. SwinFusion: Cross-domain Long-range Learning for General Image Fusion via Swin Transformer [SwinFusion(JAS 2022)] [Paper] [Code]

11. Fusion from Decomposition: A Self-Supervised Decomposition Approach for Image Fusion [SwinFusion(ECCV 2022)] [Paper]

12.UIFGAN: An unsupervised continual-learning generative adversarial network for unified image fusion [UIFGAN(IF 2023)] [Paper]

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