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Linfeng-Tang/README.md

😄 Hi there, I'm Linfeng Tang (唐霖峰 in Chinese)!

Linfeng's github stats

💬 I am a PhD student at Wuhan University, School of Electronic Information.

🔭 Reseach-wise, I mainly focus on:

  • Information Fusion
  • Image Enhancement

✨News:

[2024-07-16] 我们的论文《DRMF: Degradation-Robust Multi-Modal Image Fusion via Composable Diffusion Prior》被《ACM MM 2024》正式接收！[论文下载] [Code]

⚡Publications:

  1. Linfeng Tang, Jiteng Yuan, and Jiayi Ma. "Image fusion in the loop of high-level vision tasks: A semantic-aware real-time infrared and visible image fusion network", Information Fusion, 82, pp. 28-42, 2022. 【Paper】【Code】
  2. Jiayi Ma, Linfeng Tang, Fan Fan, Jun Huang, Xiaoguang Mei, and Yong Ma. "SwinFusion: Cross-domain Long-range Learning for General Image Fusion via Swin Transformer", IEEE/CAA Journal of Automatica Sinica, 9(7), pp. 1200-1217, 2022. 【Paper】【Code】
  3. Linfeng Tang, Yuxin Deng, Yong Ma, Jun Huang, and Jiayi Ma. "SuperFusion: A Versatile Image Registration and Fusion Network with Semantic Awareness", IEEE/CAA Journal of Automatica Sinica, 9(12), pp. 2121-2137, 2022. 【Paper】【Code】
  4. Linfeng Tang, Hao Zhang, Han Xu, and Jiayi Ma. "Rethinking the necessity of image fusion in high-level vision tasks: A practical infrared and visible image fusion network based on progressive semantic injection and scene fidelity", Information Fusion, 99, pp. 101870, 2023.【Paper】 【Code】
  5. Linfeng Tang, Yuxin Deng, Xunpeng Yi, Qinglong Yan, Yixuan Yuan, and Jiayi Ma. "DRMF: Degradation-Robust Multi-Modal Image Fusion via Composable Diffusion Prior", in Proceedings of the ACM International Conference on Multimedia (ACM MM), Nov. 2024.【Paper】【Code】
  6. Linfeng Tang, Xinyu Xiang, Hao Zhang, Meiqi Gong, and Jiayi Ma. "DIVFusion: Darkness-free infrared and visible image fusion", Information Fusion, 91, pp. 477-493, 2023.【Paper】 【Code】
  7. Linfeng Tang, Jiteng Yuan, Hao Zhang, Xingyu Jiang, and Jiayi Ma. "PIAFusion: A progressive infrared and visible image fusion network based on illumination aware", Information Fusion, 83-84, pp. 79-92, 2022.【Paper】【Code】
  8. Linfeng Tang, Jiayi Ma, Hao Zhang, and Xiaojie Guo. "DRLIE: Flexible Low-light Image Enhancement via Disentangled Representations", IEEE Transactions on Neural Networks and Learning Systems, In Press.【Paper】【Code】
  9. Jiayi Ma, Linfeng Tang, Meilong Xu, Hao Zhang, and Guobao Xiao. "STDFusionNet: An Infrared and Visible Image Fusion Network Based on Salient Target Detection", IEEE Transactions on Instrumentation and Measurement, 70, pp. 5009513, 2021.【Paper】 【Code】
  10. Meilong Xu, Linfeng Tang, Hao Zhang, and Jiayi Ma. "Infrared and visible image fusion via parallel scene and texture learning", Pattern Recognition, 132, pp. 108929, 2022.【Paper】【Code】
  11. Linfeng Tang, Ziang Chen, Jun Huang, and Jiayi Ma. "CAMF: An Interpretable Infrared and Visible Image Fusion Network Based on Class Activation Mapping", IEEE Transactions on Multimedia, 26, pp. 4776-4791, 2024.【Paper】【Code】
  12. 唐霖峰, 张浩, 徐涵, 马佳义. 基于深度学习的图像融合方法综述. 中国图象图形学报, 28(1), pp. 3-36, 2023.【Paper】【Code】

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