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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:

[2024-11-28] 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》荣获 Information Fusion Best Paper Award 2024 (最佳论文奖)！[论文下载] [Code]

[2024-09] 我们的综述《基于深度学习的图像融合方法综述》入选空天信息科技期刊高影响力论文 (全国共14篇)！[论文下载] [Code]

[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]

[2023-11] 我们的论文《SwinFusion: Cross-domain Long-range Learning for General Image Fusion via Swin Transformer》荣获 Hsue-shen Tsien Paper Award 2023 (钱学森论文奖，IEEE/CAA JAS最佳论文奖)！[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. (Information Fusion Best Paper Award 2024 (最佳论文奖), 入选ESI热点&高被引论文)【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. (Hsue-shen Tsien Paper Award 2023 (钱学森论文奖，IEEE/CAA JAS最佳论文奖, 入选ESI热点&高被引论文))【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. (入选ESI热点&高被引论文)【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. (入选ESI热点&高被引论文)【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. (入选ESI热点&高被引论文)【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. (入选ESI热点&高被引论文)【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, 35(2), pp. 2694-2707, 2024.【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.(入选ESI高被引论文)【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. (空天信息科技期刊高影响力论文, 中国图象图形学报优秀成果报告)【Paper】【Code】

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