
研究方向:交通视频图像处理分析、车辆轨迹重构与分析
办公邮箱:qiumk@gpnu.edu.cn
个人简介:
广东技术师范大学汽车与交通工程学院讲师。主要从事交通视频图像处理分析与车辆轨迹分析等相关研究,在国内外期刊发表多篇SCI收录论文,包括Transportation Research PartC、IEEE Transactionson Intelligent Transportation Systems、IEEE Transactions on Circuits and Systems for Video Technology等期刊。
教育背景:中山大学计算机科学与技术(智能交通工程)博士
代表性论文:
1.Mingkai Qiu, Yuhuan Lu, Xiying Li*, and Qiang Lu. Camera-aware Differentiated Clustering with Focal Contrastive Learning for Unsupervised Vehicle Re-Identification[J]. IEEE Transactions on Circuits and Systems for Video Technology, 2024, 34(10): 10121-10134.(SCI收录,中科院一区Top)
2.Mingkai Qiu, Yuhuan Lu, Xiying Li*, and Qiang Lu. Inter-Intra Cluster Reorganization for Unsupervised Vehicle Re-Identification[J]. IEEE Transactions on Intelligent Transportation Systems, 2024, 25(12): 20493-20507.(SCI收录,中科院一区Top)
3.Mingkai Qiu, Yuhuan Lu, Xiying Li*. Multi-node joint optimization for fine-grained vehicle trajectory reconstruction using vehicle appearance and identity data[J]. Transportation Research Part C: Emerging Technologies, 2025, 171: 104995.(SCI收录,中科院一区Top)
4.Mingkai Qiu, Ze Chen, Xiying Li*. A local-to-global progressive association framework for vision-based vehicle trajectory reconstruction. IEEE Transactions on Intelligent Transportation Systems,early access, 2025. (SCI收录,中科院二区Top)
5.邱铭凯,李熙莹*.用于车辆重识别的基于细节感知的判别特征学习模型.中山大学学报(自然科学版),2021,60(04):111-120.
主要授权发明专利:
1.一种考虑局部形变的视频车辆重识别方法、系统及装置,ZL 2018 10595098.8,发明专利,2022/03/25