Publications

publications by categories in reversed chronological order. generated by jekyll-scholar.

2026

  1. IEEE TPAMI
    Mask-DiFuser.jpg
    Mask-DiFuser: A Masked Diffusion Model for Unified Unsupervised Image Fusion
    Linfeng Tang, Chunyu Li, and Jiayi Ma
    IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2026
    PDF Code

2025

  1. ArXiv
    VideoFusion.jpg
    VideoFusion: A Spatio-Temporal Collaborative Network for Multi-modal Video Fusion and Restoration
    Linfeng Tang, Yeda Wang, Meiqi Gong, and 7 more authors
    arXiv preprint arXiv:2503.23359, 2025
    PDF
  2. ArXiv
    DSPFusion.jpg
    DSPFusion: Image Fusion via Degradation and Semantic Dual-Prior Guidance
    Linfeng Tang, Chunyu Li, Guoqing Wang, and 2 more authors
    arXiv preprint arXiv:2503.23355, 2025
    PDF
  3. NeurIPS
    ControlFusion.jpg
    ControlFusion: A Controllable Image Fusion Framework with Language-Vision Degradation Prompts
    Linfeng Tang, Yeda Wang, Zhanchuan Cai, and 2 more authors
    In Advances in Neural Information Processing Systems (NeurIPS), 2025
    Oral Presentation
    PDF Code
  4. IJCV
    C2RF.jpg
    C2RF: Bridging Multi-modal Image Registration and Fusion via Commonality Mining and Contrastive Learning
    Linfeng Tang, Qinglong Yan, Xinyu Xiang, and 2 more authors
    International Journal of Computer Vision (IJCV), 2025
    PDF Code

2024

  1. ACM MM
    DRMF.jpg
    DRMF: Degradation-Robust Multi-Modal Image Fusion via Composable Diffusion Prior
    Linfeng Tang, Yuxin Deng, Xunpeng Yi, and 3 more authors
    In Proceedings of the ACM International Conference on Multimedia (ACM MM), 2024
    PDF Code
  2. IEEE TNNLS
    DRLIE.jpg
    DRLIE: Flexible Low-light Image Enhancement via Disentangled Representations
    Linfeng Tang, Jiayi Ma, Hao Zhang, and 1 more author
    IEEE Transactions on Neural Networks and Learning Systems, 2024
    PDF Code
  3. IEEE TMM
    CAMF.jpg
    CAMF: An Interpretable Infrared and Visible Image Fusion Network Based on Class Activation Mapping
    Linfeng Tang, Ziang Chen, Jun Huang, and 1 more author
    IEEE Transactions on Multimedia, 2024
    PDF Code

2023

  1. Inf. Fusion
    DIVFusion.jpg
    DIVFusion: Darkness-free infrared and visible image fusion
    Linfeng Tang, Xinyu Xiang, Hao Zhang, and 2 more authors
    Information Fusion, 2023
    ESI Hot Paper, ESI High Cited Paper, Cited by 399
    PDF Code
  2. Inf. Fusion
    PSFusion.jpg
    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
    Linfeng Tang, Hao Zhang, Han Xu, and 1 more author
    Information Fusion, 2023
    ESI Hot Paper, ESI High Cited Paper, Cited by 277
    PDF Code
  3. 图图学报
    Survey.jpg
    基于深度学习的图像融合方法综述
    唐霖峰, 张浩, 徐涵, and 1 more author
    中国图象图形学报, 2023
    空天信息科技期刊高影响力论文, 中国图象图形学报2020-2024优秀论文, 中国图象图形学报2024年度优秀论文, 中国图象图形学报优秀成果报告, Cited by 88
    Awarded PDF Code

2022

  1. Inf. Fusion
    SeAFusion.jpg
    Image fusion in the loop of high-level vision tasks: A semantic-aware real-time infrared and visible image fusion network
    Linfeng Tang, Jiteng Yuan, and Jiayi Ma
    Information Fusion, 2022
    Information Fusion Best Paper Award 2024, ESI Hot Paper, ESI Highly Cited Paper, Cited by 906
    Awarded PDF Code
  2. IEEE/CAA JAS
    SwinFusion.jpg
    SwinFusion: Cross-domain Long-range Learning for General Image Fusion via Swin Transformer
    Jiayi Ma, Linfeng Tang, Fan Fan, and 3 more authors
    IEEE/CAA Journal of Automatica Sinica, 2022
    Hsue-shen Tsien Paper Award 2023, ESI Hot Paper, ESI Highly Cited Paper, Cited by 1144
    Awarded PDF Code
  3. Inf. Fusion
    PIAFusion.jpg
    PIAFusion: A progressive infrared and visible image fusion network based on illumination aware
    Linfeng Tang, Jiteng Yuan, Hao Zhang, and 2 more authors
    Information Fusion, 2022
    ESI Hot Paper, ESI High Cited Paper, Cited by 901
    PDF Code
  4. IEEE/CAA JAS
    SuperFusion.jpg
    SuperFusion: A Versatile Image Registration and Fusion Network with Semantic Awareness
    Linfeng Tang, Yuxin Deng, Yong Ma, and 2 more authors
    IEEE/CAA Journal of Automatica Sinica, 2022
    ESI Hot Paper, ESI High Cited Paper, Cited by 380
    PDF Code
  5. PR
    PSTLFusion.jpg
    Infrared and visible image fusion via parallel scene and texture learning
    Meilong Xu, Linfeng Tang, Hao Zhang, and 1 more author
    Pattern Recognition, 2022
    Cited by 54
    PDF Code

2021

  1. IEEE TIM
    STDFusionNet.jpg
    STDFusionNet: An Infrared and Visible Image Fusion Network Based on Salient Target Detection
    Jiayi Ma, Linfeng Tang, Meilong Xu, and 2 more authors
    IEEE Transactions on Instrumentation and Measurement, 2021
    ESI Highly Cited Paper, Cited by 564
    PDF Code