论文

CVPR

VideoFusion: A Spatio-Temporal Collaborative Network for Multi-modal Video Fusion and Restoration

Linfeng Tang, Yeda Wang, Meiqi Gong, Zizhuo Li, Yuxin Deng, Xunpeng Yi, Chunyu Li, Han Xu, Hao Zhang, and Jiayi Ma

In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2026

引用 11

论文代码

IEEE TIP

DSPFusion: Image Fusion via Degradation and Semantic Dual-Prior Guidance

Linfeng Tang, Chunyu Li, Yeda Wang, Guoqing Wang, Yixuan Yuan, and Jiayi Ma

IEEE Transactions on Image Processing (TIP), accepted, 2026

2026 年 6 月 2 日接收

引用 2

论文ARXIV代码

IEEE TPAMI

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

引用 41

论文代码

NeurIPS

ControlFusion: A Controllable Image Fusion Framework with Language-Vision Degradation Prompts

Linfeng Tang, Yeda Wang, Zhanchuan Cai, Junjun Jiang, and Jiayi Ma

In Advances in Neural Information Processing Systems (NeurIPS), 2025

口头报告

引用 21

论文代码

IJCV

C2RF: Bridging Multi-modal Image Registration and Fusion via Commonality Mining and Contrastive Learning

Linfeng Tang, Qinglong Yan, Xinyu Xiang, Leyuan Fang, and Jiayi Ma

International Journal of Computer Vision (IJCV), 2025

引用 52

论文代码

ACM MM

DRMF: Degradation-Robust Multi-Modal Image Fusion via Composable Diffusion Prior

Linfeng Tang, Yuxin Deng, Xunpeng Yi, Qinglong Yan, Yixuan Yuan, and Jiayi Ma

Proceedings of the ACM International Conference on Multimedia (ACM MM), 2024

引用 75

论文代码

Inf. Fusion

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

引用 1,121ESI 热点论文ESI 高被引论文Information Fusion 2024 年度唯一最佳论文奖

论文代码

IEEE/CAA JAS

SwinFusion: Cross-domain Long-range Learning for General Image Fusion via Swin Transformer

Jiayi Ma, Linfeng Tang, Fan Fan, Jun Huang, Xiaoguang Mei, and Yong Ma

IEEE/CAA Journal of Automatica Sinica, 2022

引用 1,502ESI 热点论文ESI 高被引论文IEEE/CAA JAS 2023 钱学森论文奖

论文代码

Inf. Fusion

PIAFusion: A Progressive Infrared and Visible Image Fusion Network Based on Illumination Aware

Linfeng Tang, Jiteng Yuan, Hao Zhang, Xingyu Jiang, and Jiayi Ma

Information Fusion, 2022

引用 1,186ESI 热点论文ESI 高被引论文

论文代码

IEEE/CAA JAS

SuperFusion: A Versatile Image Registration and Fusion Network with Semantic Awareness

Linfeng Tang, Yuxin Deng, Yong Ma, Jun Huang, and Jiayi Ma

IEEE/CAA Journal of Automatica Sinica, 2022

引用 482ESI 热点论文ESI 高被引论文

论文代码

Inf. Fusion

DIVFusion: Darkness-free Infrared and Visible Image Fusion

Linfeng Tang, Xinyu Xiang, Hao Zhang, Meiqi Gong, and Jiayi Ma

Information Fusion, 2023

引用 521ESI 热点论文ESI 高被引论文

论文代码

Inf. Fusion

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 Jiayi Ma

Information Fusion, 2023

引用 386ESI 热点论文ESI 高被引论文

论文代码

IEEE TIM

STDFusionNet: An Infrared and Visible Image Fusion Network Based on Salient Target Detection

Jiayi Ma, Linfeng Tang, Meilong Xu, Hao Zhang, and Guobao Xiao

IEEE Transactions on Instrumentation and Measurement, 2021

引用 664ESI 高被引论文

论文代码

JIG

Deep Learning-based Image Fusion: A Survey

Linfeng Tang, Hao Zhang, Han Xu, and Jiayi Ma

Journal of Image and Graphics, 2024

引用 103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

论文代码

IEEE TNNLS

DRLIE: Flexible Low-light Image Enhancement via Disentangled Representations

Linfeng Tang, Jiayi Ma, Hao Zhang, and Xiaojie Guo

IEEE Transactions on Neural Networks and Learning Systems, 2024

引用 34

论文代码

IEEE TMM

CAMF: An Interpretable Infrared and Visible Image Fusion Network Based on Class Activation Mapping

Linfeng Tang, Ziang Chen, Jun Huang, and Jiayi Ma

IEEE Transactions on Multimedia, 2024

引用 80

论文代码

PR

Infrared and Visible Image Fusion via Parallel Scene and Texture Learning

Meilong Xu, Linfeng Tang, Hao Zhang, and Jiayi Ma

Pattern Recognition, 2022

引用 68

论文代码