Fusing Infrared and Visible Images of Different Resolutions via Total Variation Model. - Qinglei Du; Han Xu 001; Yong Ma 001; Jun Huang 008; Fan Fan 001 (Sensors, 2018)

Learning a Generative Model for Fusing Infrared and Visible Images via Conditional Generative Adversarial Network with Dual Discriminators. - Han Xu 001; Pengwei Liang; Wei Yu 018; Junjun Jiang; Jiayi Ma 001 (IJCAI, 2019)

FusionDN: A Unified Densely Connected Network for Image Fusion. - Han Xu 001; Jiayi Ma 001; Zhuliang Le; Junjun Jiang; Xiaojie Guo 001 (AAAI, 2020)

Rethinking the Image Fusion: A Fast Unified Image Fusion Network based on Proportional Maintenance of Gradient and Intensity. - Hao Zhang 073; Han Xu 001; Yang Xiao; Xiaojie Guo 001; Jiayi Ma 001 (AAAI, 2020)

A Deep Model for Multi-Focus Image Fusion Based on Gradients and Connected Regions. - Han Xu 001; Fan Fan 001; Hao Zhang 073; Zhuliang Le; Jun Huang 008 (IEEE Access, 2020)

DDcGAN: A Dual-Discriminator Conditional Generative Adversarial Network for Multi-Resolution Image Fusion. - Jiayi Ma 001; Han Xu 001; Junjun Jiang; Xiaoguang Mei; Xiao-Ping (Steven) Zhang (IEEE Trans. Image Process., 2020)

MEF-GAN: Multi-Exposure Image Fusion via Generative Adversarial Networks. - Han Xu 001; Jiayi Ma 001; Xiao-Ping (Steven) Zhang (IEEE Trans. Image Process., 2020)

Image fusion meets deep learning: A survey and perspective. - Hao Zhang 073; Han Xu 001; Xin Tian 006; Junjun Jiang; Jiayi Ma 001 (Inf. Fusion, 2021)

EMFusion: An unsupervised enhanced medical image fusion network. - Han Xu 001; Jiayi Ma 001 (Inf. Fusion, 2021)

MFF-GAN: An unsupervised generative adversarial network with adaptive and gradient joint constraints for multi-focus image fusion. - Hao Zhang 073; Zhuliang Le; Zhenfeng Shao; Han Xu 001; Jiayi Ma 001 (Inf. Fusion, 2021)

A Cross-Direction and Progressive Network for Pan-Sharpening. - Han Xu 001; Zhuliang Le; Jun Huang 008; Jiayi Ma 001 (Remote. Sens., 2021)

Classification Saliency-Based Rule for Visible and Infrared Image Fusion. - Han Xu 001; Hao Zhang 073; Jiayi Ma 001 (IEEE Trans. Computational Imaging, 2021)

SDPNet: A Deep Network for Pan-Sharpening With Enhanced Information Representation. - Han Xu 001; Jiayi Ma 001; Zhenfeng Shao; Hao Zhang 073; Junjun Jiang; Xiaojie Guo 001 (IEEE Trans. Geosci. Remote. Sens., 2021)

GANMcC: A Generative Adversarial Network With Multiclassification Constraints for Infrared and Visible Image Fusion. - Jiayi Ma 001; Hao Zhang 073; Zhenfeng Shao; Pengwei Liang; Han Xu 001 (IEEE Trans. Instrum. Meas., 2021)

DRF: Disentangled Representation for Visible and Infrared Image Fusion. - Han Xu 001; Xinya Wang; Jiayi Ma 001 (IEEE Trans. Instrum. Meas., 2021)

RFNet: Unsupervised Network for Mutually Reinforcing Multi-modal Image Registration and Fusion. - Han Xu 001; Jiayi Ma 001; Jiteng Yuan; Zhuliang Le; Wei Liu 005 (CVPR, 2022)

CUFD: An encoder-decoder network for visible and infrared image fusion based on common and unique feature decomposition. - Han Xu 001; Meiqi Gong; Xin Tian 006; Jun Huang 008; Jiayi Ma 001 (Comput. Vis. Image Underst., 2022)

UIFGAN: An unsupervised continual-learning generative adversarial network for unified image fusion. - Zhuliang Le; Jun Huang 008; Han Xu 001; Fan Fan 001; Yong Ma 001; Xiaoguang Mei; Jiayi Ma 001 (Inf. Fusion, 2022)

U2Fusion: A Unified Unsupervised Image Fusion Network. - Han Xu 001; Jiayi Ma 001; Junjun Jiang; Xiaojie Guo 001; Haibin Ling (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Attention-Guided Polarization Image Fusion Using Salient Information Distribution. - Han Xu 001; Yucheng Sun; Xiaoguang Mei; Xin Tian 006; Jiayi Ma 001 (IEEE Trans. Computational Imaging, 2022)

D2TNet: A ConvLSTM Network With Dual-Direction Transfer for Pan-Sharpening. - Meiqi Gong; Jiayi Ma 001; Han Xu 001; Xin Tian 006; Xiao-Ping Zhang 002 (IEEE Trans. Geosci. Remote. Sens., 2022)

Unsupervised Multi-Exposure Image Fusion Breaking Exposure Limits via Contrastive Learning. - Han Xu 001; Liang Haochen; Jiayi Ma 001 (AAAI, 2023)

Diff-Retinex: Rethinking Low-light Image Enhancement with A Generative Diffusion Model. - Xunpeng Yi; Han Xu 001; Hao Zhang 073; Linfeng Tang; Jiayi Ma 001 (ICCV, 2023)

Multipatch Progressive Pansharpening With Knowledge Distillation. - Meiqi Gong; Hao Zhang 073; Han Xu 001; Xin Tian 006; Jiayi Ma 001 (IEEE Trans. Geosci. Remote. Sens., 2023)

Dual Spatial-Spectral Pyramid Network With Transformer for Hyperspectral Image Fusion. - Yucheng Sun; Han Xu 001; Yong Ma 001; Minghui Wu 007; Xiaoguang Mei; Jun Huang 008; Jiayi Ma 001 (IEEE Trans. Geosci. Remote. Sens., 2023)

MURF: Mutually Reinforcing Multi-Modal Image Registration and Fusion. - Han Xu 001; Jiteng Yuan; Jiayi Ma 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

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 073; Han Xu 001; Jiayi Ma 001 (Inf. Fusion, 2023)

Text-IF: Leveraging Semantic Text Guidance for Degradation-Aware and Interactive Image Fusion. - Xunpeng Yi; Han Xu 001; Hao Zhang 073; Linfeng Tang; Jiayi Ma 001 (CVPR, 2024)

Diff-IF: Multi-modality image fusion via diffusion model with fusion knowledge prior. - Xunpeng Yi; Linfeng Tang; Hao Zhang 073; Han Xu 001; Jiayi Ma 001 (Inf. Fusion, 2024)

CTCFNet: CNN-Transformer Complementary and Fusion Network for High-Resolution Remote Sensing Image Semantic Segmentation. - Chen Lu 004; Xian Zhang; Kaile Du; Han Xu 001; Guangcan Liu (IEEE Trans. Geosci. Remote. Sens., 2024)

More Than Lightening: A Self-Supervised Low-Light Image Enhancement Method Capable for Multiple Degradations. - Han Xu 001; Jiayi Ma 001; Yixuan Yuan; Hao Zhang 073; Xin Tian 006; Xiaojie Guo 001 (IEEE CAA J. Autom. Sinica, 2024)

CRetinex: A Progressive Color-Shift Aware Retinex Model for Low-Light Image Enhancement. - Han Xu 001; Hao Zhang 073; Xunpeng Yi; Jiayi Ma 001 (Int. J. Comput. Vis., 2024)

Cross-Modal Stealth: A Coarse-to-Fine Attack Framework for RGB-T Tracker. - Xinyu Xiang; Qinglong Yan; Hao Zhang 073; Jianfeng Ding; Han Xu 001; Zhongyuan Wang 001; Jiayi Ma 001 (AAAI, 2025)

VideoFusion: A Spatio-Temporal Collaborative Network for Mutli-modal Video Fusion and Restoration. - Linfeng Tang; Yeda Wang; Meiqi Gong; Zizhuo Li; Yuxin Deng; Xunpeng Yi; Chunyu Li; Han Xu 001; Hao Zhang 073; Jiayi Ma 001 (CoRR, 2025)

Towards Perfection: Building Inter-component Mutual Correction for Retinex-based Low-light Image Enhancement. - Luyang Cao; Han Xu 001; Jian Zhang 090; Lei Qi 001; Jiayi Ma 001; Yinghuan Shi; Yang Gao 001 (CoRR, 2025)

Diff-Retinex++: Retinex-Driven Reinforced Diffusion Model for Low-Light Image Enhancement. - Xunpeng Yi; Han Xu 001; Hao Zhang 073; Linfeng Tang; Jiayi Ma 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

LUT-Fuse: Towards Extremely Fast Infrared and Visible Image Fusion via Distillation to Learnable Look-Up Tables. - Xunpeng Yi; Yibing Zhang; Xinyu Xiang; Qinglong Yan; Han Xu 001; Jiayi Ma 001 (CoRR, 2025)