2024
[1] Jiaxiang Wang, Aihua Zheng*, Yan Yan, Ran He & Jin Tang. Attribute-guided Cross-modal Interaction and Enhancement for Audio-Visual Matching[J]//IEEE Transactions on Information Forensics & Security (TIFS). 2024, Vol. 19, pp. 4986-4998. (SCI一区) [PDF] (Accepted)
[2] Aihua Zheng，Fan Yuan，Haichuan Zhang，Jiaxiang Wang，Chao Tang & Chenglong Li*. Public-private Attributes-based Variational Adversarial Network for Audio-Visual Cross-Modal Matching[J]//IEEE Transactions on Circuits and Systems for Video Technology (TCSVT). 2024. (SCI一区) [PDF] (Accepted)
[3] Huimin Zhao, Xiaoqiang Zhou, Jie Cao, Huaibo Huang, Aihua Zheng* & Ran He. Semantic-Aware Detail Enhancement for Blind Face Restoration[C]//IEEE 18 International Conference on Automatic Face and Gesture Recognition (FG). 2024. (CCF推荐C类国际会议) (Accepted)
[4] Hongchao Li, Jingong Chen, Aihua Zheng, Yong Wu & YongLong Luo. Day-Night Cross-Domain Vehicle Re-Identification[C]//The IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). 2024. (CCF推荐A类国际会议) (Accepted)
[5] Zi Wang, Huaibo Huang, Aihua Zheng*, Chenglong Li & Ran He. Parallel Augmentation and Dual Enhancement for Occluded Person Re-Identification[C]//International Conference on Acoustics, Speech and Signal Processing. 2024. (CCF推荐B类国际会议) [CODE] (Accepted)
[6] Zi Wang, Huaibo Huang, Aihua Zheng* & Ran He. Heterogeneous Test-time Training for Multi-modal Person Re-identification[C]//The 38th Annual AAAI Conference on Artificial Intelligence (AAAI). 2024, 38(6): 5850-5858. (CCF推荐A类国际会议) [PDF][CODE] (Accepted)
2023
[1] Chenglong Li, Xiaobin Yang, Guohao Wang, Aihua Zheng*, Chang Tan & Jin Tang. Disentangled Generation Network for Enlarged License Plate Recognition and A Unified Dataset[J]//Computer Vision and Image Understanding. 2023, Vol. 238, pp. 103880. (SCI 三区) [PDF]
[2] Aihua Zheng, Chaobin Zhang, Chenglong Li*, Jin Tang & Chang Tan. Multi-query Vehicle Re-identification: Viewpoint-conditioned Network, Unified Dataset and New Metric[J]//IEEE Transactions on Image Processing. 2023, Vol. 32, pp. 5948-5960. (SCI 一区) [PDF][CODE]
[3] Yuhe Ding, Jian Liang*, Bo Jiang, Aihua Zheng & Ran He. MAPS: A Noise-Robust Progressive Learning Approach for Source-Free Domain Adaptive Keypoint Detection[J]//IEEE Transactions on Circuits and Systems for Video Technology. 2023. (SCI 一区)[PDF][CODE]
[4] Yuhe Ding, Lijun Sheng, Jian Liang*, Aihua Zheng & Ran He. ProxyMix: Proxy-based Mixup Training with Label Refinery for Source-free Domain Adaptation[J]//Neural Networks. 2023, Vol 167, pp. 92-103. (SCI 一区)[PDF][CODE]
[5] Shenyuan Huang, Huaibo Huang, Zi Wang, Nan Xu, Aihua Zheng & Ran He. Uncertainty-guided Test-time Training for Face Forgery Detection[C]//The 7th Asian Conference on Pattern Recognition. 2023. [PDF]
[6] Jinghui Sun, Yuhe Ding, Jie Cao, Junxian Duan & Aihua Zheng*. Where to Focus: Central Attention-based Face Forgery Detection[C]//Pattern Recognition and Computer Vision. 2023. (EI, CCF推荐C类会议) [PDF]
[7] Aihua Zheng, Juncong Liu, Zi Wang, Lili Huang*, Chenglong Li & Bing Yin. Visible-Infrared Person Re-Identification via Specific and Shared Representations Learning[J]//Visual Intelligence. 2023. [PDF]
[8] Aihua Zheng, Xianpeng Zhu, Zhiqi Ma, Chenglong Li*, Jin Tang & Jixin Ma. Cross-directional Consistency Network with Adaptive Layer Normalization for Multi-spectral Vehicle Re-identification and A High-quality Benchmark[J]//Information Fusion. 2023, Vol. 100. Art no. 101901. (SCI 一区)[PDF][CODE]
[9] Hongchao Li, Aihua Zheng, Liping Sun & Yonglong Luo*. Camera Topology Graph Guided Vehicle Re-identification[J]//IEEE Transactions on Multimedia. 2023. (SCI 一区)[PDF]
[10] Jiaxiang Wang, Chenglong Li, Aihua Zheng*, Jin Tang & Bin Luo. Looking and Hearing into Details: Dual-enhanced Siamese Adversarial Network for Audio-Visual Matching[J]//IEEE Transactions on Multimedia. 2023. Vol. 25, pp. 7505-7516. (SCI 一区)[PDF]
[11] Aihua Zheng, Huimin Wang, Jiaxiang Wang, Huaibo Huang*, Ran He & Amir Hussain. Diverse Features Discovery Transformer for Pedestrian Attribute Recognition[J]//Engineering Applications of Artificial Intelligence. 2023, Vol. 119. Art no. 105708. (SCI 一区)[PDF][CODE]
[12] 郑爱华, 冯孟雅, 李成龙*, 汤进, 罗斌. 面向跨模态行人重识别的双向动态交互网络[J]. 计算机辅助设计与图形学学报, 2023, 35(3): 371-382. (EI，中国权威期刊) [PDF][CODE]
2022
[1] Aihua Zheng, Jinbo He, Ming Wang, Chenglong Li & Bin Luo*. Category-wise Fusion and Enhancement Learning for Multi-Modal Remote Sensing Image Semantic Segmentation[J]//IEEE Transactions on Geoscience and Remote Sensing. 2022, Vol. 60:1-12. Art no. 4416212 (SCI 一区)[PDF][CODE]
[2] Hongchao Li, Chenglong Li, Aihua Zheng*, Jin Tang & Bin Luo. Attribute and State Guided Structural Embedding Network for Vehicle Re-identification[J]. IEEE Transactions On Image Processing. 2022, 31: 5949-5962. (SCI一区)[PDF][CODE]
[3] Aihua Zheng, Mengya Feng, Peng Pan, Bo Jiang & Bin Luo*. Attributes based Visible-Infrared Person Re-identification[C]//Pattern Recognition and Computer Vision. 2022: 254-266. (EI, CCF推荐C类会议) [PDF]
[4] Aihua Zheng, Peng Pan, Hongchao Li, Chenglong Li*, Bin Luo & Chang Tan. Progressive Attribute Embedding for Accurate Cross-modality Person Re-identification[C]//ACM International Conference on Multimedia. 2022: 4309-4317. (CCF推荐A类国际会议)[PDF][CODE]
[5] Shaoheng Song, Huaibo Huang, Jiaxiang Wang, Aihua Zheng* & Ran He. Prior-Guided Multi-scale Fusion Transformer for Face Attribute Recognition[C]//Pattern Recognition and Computer Vision. 2022, 13534: 645–659. (EI, CCF推荐C类会议) [PDF]
[6] Zi Wang, Chenglong Li, Aihua Zheng*, Ran He & Jin Tang. Interact, Embed, and EnlargE: Boosting Modality-specific Representations for Multi-Modal Person Re-identification[C]//Proceedings of the AAAI Conference on Artificial Intelligence. 2022, 36(3): 2633-2641. (CCF推荐A类国际会议)[PDF][CODE]
[7] Hongchao Li, Chenglong Li, Aihua Zheng*, Jin Tang & Bin Luo. MsKAT: Multi-scale Knowledge-Aware Transformer for Vehicle Re-identification[J]. IEEE Transactions on Intelligent Transportation Systems. 2022, 23(10): 19557-19568. (SCI 一区) [PDF][CODE]
[8] Aihua Zheng, Menglan Hu, Bo Jiang*, Yan Huang, Yan Yan & Bin Luo. Adversarial-metric learning for audio-visual cross-modal matching[J]. IEEE Transactions on Multimedia. 2022, 24: 338-351 (SCI 一区)[PDF][CODE]
[9] Aihua Zheng, Ming Wang, Chenglong Li*, Jin Tang & Bin Luo. Entropy Guided Adversarial Domain Adaptation for Aerial Image Semantic Segmentation[J]. IEEE Transactions on Geoscience and Remote Sensing. 2022, Vol. 60: 1-14. Art no. 5405614 (SCI 一区)[PDF][CODE]
[10] Aihua Zheng, Xia Sun, Chenglong Li* & Jin Tang. Viewpoint-aware Progressive Clustering for Unsupervised Vehicle Re-identification[J]. Transactions on Intelligent Transportation Systems. 2022, Vol.23 (8): 11422-11435. (SCI 一区)[PDF][CODE]
2021
[1] Hongchao Li, Xianmin Lin, Aihua Zheng, Chenglong Li, Bin Luo*, Ran He & Amir Hussain. Attributes Guided Feature Learning for Vehicle Re-identification[J]. IEEE Transactions on Emerging Topics in Computational Intelligence. 2021, 6: 1211-1221. (SCI 二区) [PDF]
[2] Bo Jiang, Xixi Wang, Aihua Zheng*, Jin Tang & Bin Luo. PH-GCN: Person Retrieval with Part-based Hierarchical Graph Convolutional Network[J]. IEEE Transactions on Multimedia. 2021, 24:3218-3228. (SCI 一区)[PDF]
[3] Aihua Zheng, Zi Wang, Zihan Chen, Chenglong Li* & Jin Tang. Robust Multi-Modality Person Re-identification[C]//Proceedings of the AAAI Conference on Artificial Intelligence. 2021, 35(4): 3529-3537. (CCF推荐A类国际会议)[PDF][CODE]
[4] Aihua Zheng, Jiacheng Dong, Xianmin Lin, Lidan Liu, Bo Jiang* & Bin Luo. Visual Cognition–Inspired Multi-View Vehicle Re-Identification via Laplacian-Regularized Correlative Sparse Ranking[J]. Cognitive Computation, 2021, 13(4): 859-872. (SCI 二区)[PDF]
[5] Xiao Wang, Shaofei Zheng, Rui Yang, Aihua Zheng, Zhen Chen, Jin Tang & Bin Luo*. Pedestrian attribute recognition: A survey[J]. Pattern Recognition, 2021: 108220. (SCI 二区)[PDF]
[6] Aihua Zheng, ZiHan Chen, Chenglong Li*, Jin Tang & Bin Luo. Learning Deep RGBT Representations for Robust Person Re-identification[J]. International Journal of Automation and Computing, 2021, 18(3): 443-456. (SCI 四区，国内权威期刊)[PDF]
[7] Aihua Zheng, Feixia Zhu, Hao Zhu, Mandi Luo & Ran He*. Talking Face Generation via Learning Semantic and Temporal Synchronous Landmarks[C]//International Conference on Pattern Recognition (ICPR). 2021: 3682-3689. (CCF推荐C类国际会议)[PDF]
[8] Hao Zhu, Yi Li, Feixia Zhu, Aihua Zheng & Ran He*. Let’s Play Music: Audio-Driven Performance Video Generation[C]//International Conference on Pattern Recognition. 2021: 3574-3581. (CCF推荐C类国际会议)[PDF]
[9] Yuhe Ding, Xin Ma, Mandi Luo, Aihua Zheng* & Ran He. Unsupervised Contrastive Photo-to-Caricature Translation based on Auto-distortion[C]//International Conference on Pattern Recognition. 2021: 4520-4527. (CCF推荐C类国际会议)[PDF])
[10] Rui Wang, Huaibo Huang, Aihua Zheng* & Ran He. Attentional Wavelet Network for Traditional Chinese Painting Transfer[C]//International Conference on Pattern Recognition. 2021: 3077-3083. (CCF推荐C类国际会议)[PDF]
[11] Hao Zhu, Mandi Luo, Rui Wang, Aihua Zheng & Ran He*. Deep audio-visual learning: A survey[J]. International Journal of Automation and Computing, 2021, 18(3): 351-376. (SCI 四区，国内权威期刊)[PDF]
[12] Chengmei Han, Peng Pan, Aihua Zheng & Jin Tang*. Cross-Modality Person Re-Identification Based on Heterogeneous Center Loss and Non-Local Features[J]. Entropy, 2021, 23(7): 919. (SCI 三区)[PDF]
2020
[1] Hongchao Li, Chenglong Li, Xianpeng Zhu, Aihua Zheng* & Bin Luo. Multi-spectral Vehicle Re-identification: A Challenge[C]//Proceedings of the AAAI Conference on Artificial Intelligence. 2020, 34(7): 11345-11353. (CCF推荐A类国际会议)[PDF][CODE]
[2] Aihua Zheng, Xuehan Zhang, Bo Jiang, Bin Luo & Chenglong Li*. A subspace learning approach to multi-shot person re-identification[J]. IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2020, 50(1): 149-158. (SCI一区)[PDF]
[3] Aihua Zheng, Hongchao Li, Bo Jiang*, Wei-Shi Zheng & Bin Luo. Joint graph regularized dictionary learning and sparse ranking for multi-modal multi-shot person re-identification[J]. Pattern Recognition, 2020, 104: 107352. (SCI 一区)[PDF][CODE]
[4] Aihua Zheng, Naipeng Ye, Chenglong Li*, XiaoWang & Jin Tang. Multi-modal Foreground Detection via Inter-and Intra-Modality-Consistent Low-Rank Separation[J]. Neurocomputing, 2020, 371: 27-38. (SCI 二区)[PDF]
[5] Aihua Zheng, Xianmin Lin, Jiacheng Dong, Wenzhong Wang*, Jin Tang & Bin Luo. Multi-scale attention vehicle re-identification[J]. Neural Computing and Applications, 2020,32: 17489-17503. (SCI 二区)[PDF]
[6] Hao Zhu, Huaibo Huang, Yi Li, Aihua Zheng & Ran He*. Arbitrary Talking Face Generation via Attentional Audio-Visual Coherence Learning[C]. International Joint Conference on Artificial Intelligence, 2020, 4: 2362-2368. (CCF推荐A类国际会议)[PDF]
[7] Xianmin Lin, Shengwang Peng, Zhiqi Ma, Xiaoyi Zhou & Aihua Zheng*. Occlusion Based Discriminative Feature Mining for Vehicle Re-identification[C]//International Conference of Pioneering Computer Scientists, Engineers and Educators.2020: 246-257. (EI)[PDF]
[8] 郑爱华, 曾小强, 江波*, 黄岩, 汤进. 基于局部异质协同双路网络的跨模态行人重识别[J]. 模式识别与人工智能, 2020, 33(10): 867-878. (EI，国内权威期刊)[PDF]
[9] Aihua Zheng, Naipeng Ye, Xiao Wang & Xiao Song*. 3R: Word and Phoneme Edition based Data Augmentation for Lexical Punctuation Prediction[C]//2020 16th International Conference on Computational Intelligence and Security. 2020: 1-5. (EI)[PDF]
2019
[1] Aihua Zheng, Tian Zou, Yumiao Zhao, Bo Jiang, Jin Tang & Chenglong Li*. Background subtraction with multi-scale structured low-rank and sparse factorization[J]. Neurocomputing, 2019, 328: 113-121. (SCI 二区)[PDF]
[2] Rui Wang, Huaibo Huang, Xufeng Zhang, Jixin Ma & Aihua Zheng*. A Novel Distance Learning for Elastic Cross-Modal Audio-Visual Matching[C]//IEEE International Conference on Multimedia & Expo Workshops. 2019: 300-305. (EI,最佳学生论文奖)[PDF]
[3] Cheng Long Li, Andong Lu, Aihua Zheng, Zhengzheng Tu & Jin Tang*. Multi-Adapter RGBT Tracking[C]//ICCV Workshops. 2019: 2262-2270. (EI)[PDF]
2018
[1] Aihua Zheng, Foqin Wang, Amir Hussain, Jin Tang & Bo Jiang*. Spatial-temporal representatives selection and weighted patch descriptor for person re-identification[J]. Neurocomputing, 2018, 290: 121-129. (SCI 二区)[PDF]
[2] Aihua Zheng, Hongchao Li, Jiang Bo*, Chenglong Li, Jin Tang & Bin Luo. Non-negative Dual Graph Regularized Sparse Ranking for Multi-shot Person Re-identification[C]//Chinese Conference on Pattern Recognition and Computer Visions. 2018: 108-120. (EI)[PDF]
[3] Aihua Zheng, Yumiao Zhao, Chenglong Li*, Jin Tang & Bin Luo. Multispectral foreground detection via robust cross-modal low-rank decomposition[C]//Pacific Rim Conference on Multimedia. 2018: 819-829. (EI, CCF推荐C类会议)[PDF]
[4] Aihua Zheng, Yumiao Zhao, Chenglong Li*, Jin Tang & Bin Luo. Moving Object Detection via Robust Low-Rank and Sparse Separating with High-Order Structural Constraint[C]//2018 IEEE Fourth International Conference on Multimedia Big Data. 2018: 1-6. (EI)[PDF]
[5] Dengdi Sun, Lidan Liu, Aihua Zheng*, Bo Jiang & Bin Luo. Visual Cognition Inspired Vehicle Re-identification via Correlative Sparse Ranking with Multi-view Deep Features[C]//International Conference on Brain Inspired Cognitive Systems. 2018: 54-63. (EI)[PDF]
[6] Ran Zhong, Wenzhong Wang, Chenglong Li, Aihua Zheng & Jin Tang*. Exploring Scene Geometry for Scale Adaptive Object Tracking in Surveillance Videos[C]//IEEE International Conference on Image Processing.2018: 4113-4117. (EI, CCF推荐C类会议)[PDF]
2017
[1] Aihua Zheng, Minhe Xu, Bin Luo, Zhili Zhou & Chenglong Li*. CLASS: Collaborative Low-Rank and Sparse Separation for Moving Object Detection[J]. Cognitive Computation, 2017, 9(2): 180-193. (SCI 三区)[PDF]
[2] Aihua Zheng, Lei Zhang, Wei Zhang, Chenglong Li*, Jin Tang & Bin Luo. Local-to-global background modeling for moving object detection from non-static cameras[J]. Multimedia Tools & Applications, 2017, 76(8): 11003-11019. (SCI 三区)[PDF]
[3] Foqin Wang, Xuehan Zhang, Jixin Ma, Jin Tang & Aihua Zheng*. Manifold ranking weighted local maximal occurrence descriptor for person re-identification[C]//International Conference on Software Engineering Research, Management and Applications. 2017:111-114. (EI,最佳论文奖)[PDF]
[4] Minghe Xu, Chenglong Li, Hanqin Shi, Jin Tang & Aihua Zheng*. Moving object detection via integrating spatial compactness and appearance consistency in the low-rank representation[C]//CCF Chinese Conference on Computer Vision. 2017: 50-60. (EI)[PDF]