😄 Hi there, I'm Linfeng Tang (唐霖峰 in Chinese)!
- Information Fusion
- Image Enhancement
[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]
- 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】
- 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】
- 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】
- 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】
- 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】
- 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】
- 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】
- 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】
- 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】
- 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】
- 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】
- 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】