数据集 Datasets
[Transactions on Information Forensics and Security 2025] [Google Drive]
第一个包含真实缺失的全时段多模态行人重识别数据集 AllDay843
重建的跨模态数据集 AllDay843-C 和重建完整多模态数据集 AllDay843-G

The first all-day multi-modal person re-identification dataset AllDay843 with modality-missing challenge.
The reconstructed cross-modal dataset AllDay843-C and mult-modal dataset AllDay843-G.

[AAAI 2021] [Google Drive]
第一个 RGB-NIR-TIR 多模态行人重识别数据集 RGBNT201
重建的跨模态数据集 RGBNT201-C 和多模态数据集 Market-1501-MM

The first RGB-NIR-TIR multi-modal person re-identification dataset RGBNT201.
The reconstructed cross-modal dataset RGBNT201-C and mult-modal dataset Market-1501-MM.

论文 Papers
[Knowledge-Based Systems 2025]
Multi-level Alignment Network for Unsupervised Domain Adaptive Multi-modal Object Re-identification
Yusong Sheng, Yuhe Ding, Aihua Zheng, Ziqi Liu, Zi Wang*, Jin Tang
[Transactions on Information Forensics and Security 2025] [PDF] [Github]
Prototype-based Diversity and Integrity Learning for All-day Multi-modal Person Re-identification
Zi Wang, Chenglong Li, Pengyu Li, Aihua Zheng*, Jin Tang, Bin Luo
[Engineering Applications of Artificial Intelligence 2025] [PDF]
Keypoint-guided Feature Enhancement and Alignment for Cross-resolution Vehicle Re-identification
Aihua Zheng, Longfei Zhang, Weijun Zhang, Zi Wang, Chenglong Li*, Xiaofei Sheng
[Information Fusion 2025] [PDF] [Github]
Flare-aware Cross-modal Enhancement Network for Multi-spectral Vehicle Re-identification
Aihua Zheng, Zhiqi Ma, Yongqi Sun, Zi Wang, Chenglong Li*, Jin Tang
[ICASSP 2024] [PDF] [Github]
Parallel Augmentation and Dual Enhancement for Occluded Person Re-identification
Zi Wang, Huaibo Huang, Aihua Zheng*, Chenglong Li, Ran He
[AAAI 2024] [PDF] [Github]
Heterogeneous Test-time Training for Multi-modal Person Re-identification
Zi Wang, Huaibo Huang, Aihua Zheng*, Ran He
[Pattern Recognition 2023] [PDF]
Iterative Embedding Distillation for Open World Vehicle Recognition
Junxian Duan, Xiang Wu, Yibo Hu, Chaoyou Fu, Zi Wang, Ran He*
[ACPR 2023] [PDF]
Uncertainty-guided Test-time Training for Face Forgery Detection
Shenyuan Huang, Huaibo Huang, Zi Wang, Nan Xu, Aihua Zheng, Ran He*
[Visual Intelligence 2023] [PDF]
Visible-infrared Person Re-identification via Specific and Shared Representations Learning
Aihua Zheng, Juncong Liu, Zi Wang, Lili Huang, Chenglong Li*, Bing Yin
[AAAI 2022] [PDF] [Github]
Interact, Embed, and Enlarge: Boosting Modality-specific Representations for Multi-modal Person Re-identification
Zi Wang, Chenglong Li, Aihua Zheng*, Ran He, Jin Tang
[AAAI 2021] [PDF] [Github] [Datasets]
Robust Multi-modality Person Re-identification
Aihua Zheng, Zi Wang, Zihan Chen, Chenglong Li*, Jin Tang
专利 Patents
实审中 During Substantive Examination

[CN202311117117.3]
一种基于循环一致性的强光下多光谱车辆重识别方法.
郑爱华, 马智祺, 王梓, 李成龙, 汤进.
[CN202311542794.X]
一种多尺度跨平台行人重识别方法.
郑爱华, 张琼尹, 王梓, 李成龙, 汤进, 章程, 王伟.
[CN202311513284.X]
基于自引导和部件自适应融合的多查询车辆重识别方法.
郑爱华, 范煜, 李成龙, 汤进, 章程, 王伟, 王梓.
[CN202311519273.2]
基于特定和共享表示学习的可见光与近红外行人重识别方法.
郑爱华, 刘俊聪, 李成龙, 王福田, 汤进, 王梓.

已授权 Granted Patent Application

[ZL201910875343.5]
一种结合上下文信息的跨模态行人检测方法.
郑爱华, 邹甜, 王逍, 王梓, 罗斌, 汤进.