I am currently an Associate Professor in School of Automation, Southeast University. My research interests include topics in computer vision, especially image fusion, image enhancement, and multi-modal data processing. I obtained my Ph.D. degree from Electronic Information School, Wuhan University, in 2023, under the supervision of Prof. Jiayi Ma in the Lab of Multi-spectral Vision Processing. I received my B.Eng from Wuhan University, China, in 2018.
Selected Publications
- CRetinex: A Progressive Color-Shift Aware Retinex Model for Low-Light Image Enhancement.
Han Xu, Hao Zhang, Xunpeng Yi, Jiayi Ma.
International Journal of Computer Vision (IJCV), pp.1-23, 2024. - MURF: Mutually Reinforcing Multi-modal Image Registration and Fusion.
Han Xu, Jiteng Yuan, Jiayi Ma.
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 45(10), pp.12148-12166, 2023. - Diff-Retinex: Rethinking Low-light Image Enhancement with A Generative Diffusion Model.
Xunpeng Yi, Han Xu, Hao Zhang, Linfeng Tang, Jiayi Ma.
IEEE/CVF International Conference on Computer Vision (ICCV), pp.12302-12311, 2023. - Unsupervised Multi-exposure Image Fusion Breaking Exposure Limits via Contrastive Learning.
Han Xu, Haochen Liang, Jiayi Ma.
AAAI Conference on Artificial Intelligence (AAAI), 37(3), 3010-3017, 2023. - U2Fusion: A Unified Unsupervised Image Fusion Network.
Han Xu, Jiayi Ma, Junjun Jiang, Xiaojie Guo, Haibin Ling.
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 44(1), pp. 502-518, 2022. - RFNet: Unsupervised Network for Mutually Reinforcing Multi-modal Image Registration and Fusion.
Han Xu, Jiayi Ma, Jiteng Yuan, Zhuliang Le, Wei Liu.
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), pp. 19679-19688, 2022. - FusionDN: A Unified Densely Connected Network for Image Fusion.
Han Xu, Jiayi Ma, Zhuliang Le, Junjun Jiang, Xiaojie Guo.
AAAI Conference on Artificial Intelligence (AAAI), 34(7), pp.12484-12491, 2020. - DDcGAN: A Dual-Discriminator Conditional Generative Adversarial Network for Multi-Resolution Image Fusion.
Jiayi Ma, Han Xu, Junjun Jiang, Xiaoguang Mei, Xiao-ping Zhang.
IEEE Transactions on Image Processing (TIP), 29, pp.4980-4995, 2020.
More papers
Educations
- 2018-2023, Ph.D., Electronic Information School, Wuhan University.
- 2014-2018, B.E., Electronic Information School, Wuhan University.
Honors and Awards
- World’s Top 2% Scientists, 2023
- Top Ten Academic Stars, Wuhan University, 2022
- Special Prize of Graduate Academic Innovation Award, Wuhan University, 2022
- Yu Gang and Song Xiao Scholarship, Wuhan University, 2021
- National Scholarship for Graduate Student, 2020
Academic Service
- Journal Reviewer
IEEE TPAMI/TIP/JAS/TNNLS/TCSVT/TGRS/SPL, IJCV, Information Fusion, Neurocomputing, CVIU - Conference Reviewer
CVPR 2023/2024, NeurIPS 2023/2024, ICLR 2024/2025, AAAI 2025
Correspondence
Email: xu_han@seu.edu.cn
