师资队伍
讲师
  • 姓名:郑丁源

  • 职称:讲师

    职务:专任教师

  • 最高学历:博士研究生

  • 系/专业:人工智能系

  • E-mail:dingyuan.zheng@cwxu.edu.cn

  • 研究方向:计算机视觉、无监督学习、目标重识别

教育经历
工作经历
教学方向
学术成果与荣誉

2017.3-2022.6,利物浦大学,电气与电子工程,博士

2015.9-2016.11 南安普顿大学,微电子系统设计,硕士

2011.9-2015.7 西交利物浦大学,电子科学与技术,本科

2025.7-至今 无锡学院,专任教师

2023.2-2025.6 西北工业大学,博士后

人工智能、信号与系统

代表性论文成果:

1. D. Zheng, Y. Liu, D. Zhou, J. Xiao, B. Zhang, and L. Chen, “Adaptive Sparse Contrastive Learning for Unsupervised Object Re-Identification”,Pattern Recognition, 2026, 172: 112604.

2. D. Zheng, J. Xiao, M. Sun, H. Bai, and J. Hou, “Plausible Proxy Mining with Credibility for Unsupervised Person Re-identification”, IEEE Transactions on Circuits and Systems for Video Technology, 2023, 33(07), 3308-3318.2.

3. D. Zheng, J. Xiao, K. Chen, X. Huang, L. Chen, and Y. Zhao, “Soft pseudo-label shrinkage for unsupervised domain adaptive person re-identification”, Pattern Recognition, 2022, 127: 108615.

4. D. Zheng, J. Xiao, Y. Wei, Q. Wang, K. Huang, and Y. Zhao, “Unsupervised domain adaptation in homogeneous distance space for person re-identification”, Pattern Recognition, 2022, 132: 108941.

D. Zheng, J. Xiao, K. Huang, Y. Zhao, “Segmentation mask guided end-to-end person search”, Signal Processing: Image Communication, 2020, 86: 115876.

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