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Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Deep Learning-based Image Fusion: A Survey
| Date | Stars |
|---|---|
| 2026-07-31 | 1213 |
| 2026-08-06 | 1214 |
Today
+1 stars today
This week
— stars this week
This month
— stars this month
Momentum
4.0
growth rate 0.00%/day
# 图像融合(Image Fusion)
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## News
> **🔥 了解完整的论文列表和最新科研动态，请访问我的个人主页：[linfeng-tang.github.io/Homepage](https://linfeng-tang.github.io/Homepage/)**
>
> [2026-06-02] 我们的论文 **[DSPFusion: Image Fusion via Degradation and Semantic Dual-Prior Guidance](https://doi.org/10.1109/TIP.2026.3700938)** 被 **IEEE Transactions on Image Processing (IEEE TIP)** 正式接收！ [[论文下载](https://doi.org/10.1109/TIP.2026.3700938)] [[Code](https://github.com/Linfeng-Tang/DSPFusion)]
>
> [2026-02-21] 我们的论文 **[VideoFusion: A Spatio-Temporal Collaborative Network for Multi-modal Video Fusion](https://openaccess.thecvf.com/content/CVPR2026/html/Tang_VideoFusion_A_Spatio-Temporal_Collaborative_Network_for_Multi-modal_Video_Fusion_CVPR_2026_paper.html)** 被 **The IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2026)** 正式接收！ [[论文](https://openaccess.thecvf.com/content/CVPR2026/html/Tang_VideoFusion_A_Spatio-Temporal_Collaborative_Network_for_Multi-modal_Video_Fusion_CVPR_2026_paper.html)] [[arXiv](https://arxiv.org/abs/2503.23359)] [[Code](https://github.com/Linfeng-Tang/VideoFusion)]
> [2025-11-26] 我们的综述 **[基于深度学习的图像融合方法综述](https://www.cjig.cn/thesisDetails#10.11834/jig.220422&lang=zh)** 荣获**中国图象图形学报 2020-2024 优秀论文**！
> [2025-9-18] 我们的论文 **[ControlFusion: A Controllable Image Fusion Framework with Language-Vision Degradation Prompts](https://arxiv.org/pdf/2503.23356?)** 被 **Advances in Neural Information Processing Systems (NeurIPS 2025)** 正式接收! [[论文下载](https://arxiv.org/pdf/2503.23356?)] [[Code](https://github.com/Linfeng-Tang/ControlFusion)]
> [2025-9-10] 我们的论文 **[Mask-DiFuser: A Masked Diffusion Model for Unified Unsupervised Image Fusion](https://ieeexplore.ieee.org/document/11162636)** 被 **IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE TPAMI)** 正式接收! [[论文下载](https://ieeexplore.ieee.org/document/11162636)] [[Code](https://github.com/Linfeng-Tang/Mask-DiFuser)]
> [2025-3-15] 我们的论文 **[C2RF: Bridging Multi-modal Image Registration and Fusion via Commonality Mining and Contrastive Learning](https://link.springer.com/article/10.1007/s11263-025-02427-1)** 被International Journal of Computer Vision (IJCV)正式接收！[[论文下载](https://link.springer.com/article/10.1007/s11263-025-02427-1)] [[Code](https://github.com/Linfeng-Tang/C2RF)]
> [2025-02-11] 我们发布了一个用于红外和可见光视频融合的大规模数据集：[M3SVD: Multi-Modal Multi-Scene Video Dataset](https://github.com/Linfeng-Tang/M3SVD).
> [2024-12-26] 我们的综述 **[基于深度学习的图像融合方法综述](http://www.cjig.cn/jig/ch/reader/view_abstract.aspx?file_no=20230102&flag=1)** 荣获**中国图象图形学报2024优秀论文**！[[《中国图象图形学报》2024年优秀论文公布！](https://mp.weixin.qq.com/s?__biz=MzU1NzM4MjgzOA==&mid=2247536019&idx=1&sn=086193c8064ae58bc1f05de26faaee61&chksm=fd5fbf8076d2361d6ef7ab6ae9a4a0bfe2128cee68f8b84d4d0eec8e460b6e31c2a28b7b4073&mpshare=1&scene=2&srcid=1226nseqNYiwGuJAsbzgCHbT&sharer_shareinfo=ea7a242ef399774834ea54d3774fcbc4&sharer_shareinfo_first=ea7a242ef399774834ea54d3774fcbc4#rd)][[论文下载](http://www.cjig.cn/jig/ch/reader/view_abstract.aspx?file_no=20230102&flag=1)] [[Code](https://github.com/Linfeng-Tang/Image-Fusion)]
> [2024-11-28] 我们的论文(SeAFusion) **[Image fusion in the loop of high-level vision tasks: A semantic-aware real-time infrared and visible image fusion network](https://www.sciencedirect.com/science/article/pii/S1566253521002542)** 荣获 **Information Fusion Best Paper Award 2024** (最佳论文奖)！[[论文下载](https://www.sciencedirect.com/science/article/pii/S1566253521002542)] [[Code](https://github.com/Linfeng-Tang/SeAFusion)]
> [2024-09] 我们的综述 **[基于深度学习的图像融合方法综述](http://www.cjig.cExcerpt of 79,011 characters
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105
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Yuxuan Zhang
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Would you bet a product on this? Bounded 0–100 and slow moving.
matched fp:fc8532c478e0a0f3, llm:Repository title/description: 'Deep Learning-based Image Fusion: A Survey' (MATLAB).
matched fp:fc8532c478e0a0f3, llm:Repository title/description: 'Deep Learning-based Image Fusion: A Survey' (MATLAB).