个人简历
张磊,2022年6月毕业于北京航空航天大学计算机学院,取得计算机应用技术工学博士学位,目前为betway88西汉姆网页师资博士后,合作导师为李海生教授。研究方向主要包括计算机视觉、深度学习、虚拟现实等,重点关注目标重识别、多目标跟踪等热点领域,相关成果发表在国际知名学术期刊和会议上。主持并参与多项国家级及横向项目。
研究方向
计算机视觉、深度学习、虚拟现实。
教育经历
2022.12至今 betway88官网手机版 betway88西汉姆网页 师资博士后 导师:李海生 教授
2017.09-2022.06 北京航空航天大学 计算机学院(虚拟现实国家重点实验室) 博士研究生 导师:吴威 教授
2012.09-2014.07 东北大学 理学院 硕士研究生 导师:邵新慧 教授
2008.09-2012.07 牡丹江师范学院 数学系 学士
学术成果
相关论文
[1]Lei Zhang, Haisheng Li, Ruijun Liu, Xiaochuan Wang, and Xiaoqun Wu. Weakly Supervised End-to-End Domain Adaptation for Person Re-identification[J]. Computers and Electrical Engineering (CAEE), 2023. Accepted. (SCI期刊, IF: 4.3, JCR Q1区)
[2] Lei Zhang, Na Jiang, Qishuai Diao, Zhong Zhou, and Wei Wu. Person Re-identification with Pose Variation Aware Data Augmentation[J]. Neural Computing and Applications (NCAA), 2022, 34(14): 11817-11830. (SCI期刊, IF: 5.573, JCR Q1区)
[3]Lei Zhang, Qishuai Diao, Na Jiang, Zhong Zhou, and Wei Wu. Mutual Purification for Unsupervised Domain Adaptation in Person Re-identification[J]. Neural Computing and Applications (NCAA), 2022, 34(19): 16929-16944. (SCI期刊, IF:5.573, JCR Q1区)
[4]Lei Zhang, Na Jiang, Yue Xu, Qishuai Diao, Zhong Zhou, and Wei Wu. Pose Variation Adaptation for Person Re-identification[C]. 25th International Conference on Pattern Recognition (ICPR), Milan, Italy, January 10-15, 2020: 6996-7003. (CCF C类会议, EI检索)
[5]Lei Zhang, Na Jiang, Qishuai Diao, Danyang Huang, Zhong Zhou, and Wei Wu. Object Quality Guided Feature Fusion for Person Re-identification[C]. 33th IEEE International Conference on Tools with Artificial Intelligence (ICTAI), Virtually, November 1-3, 2021: 1083-1087. (CCF C类会议, EI检索)
[6]Danyang Huang, Lei Zhang, Qishuai Diao, Wei Wu, and Zhong Zhou. Asymmetric Mutual Learning for Unsupervised Cross-Domain Person Re-identification[C]. 18th Pacific Rim International Conference On Artifical Intelligence (PRICAI), Hanoi, Vietnam, November 8-12, 2021: 124-137. (CCF C类会议, EI检索)
[7]Yue Xu, Na Jiang, Lei Zhang, Zhong Zhou, and Wei Wu. Multi-Scale Vehicle Re-identification using Self-Adapting Label Smoothing Regularization[C]. 44th International Conference on Acoustics, Speech and Signal Processing (ICASSP), Brighton, United Kingdom, May 12-17, 2019: 2117-2121. (CCF B类会议, EI检索)
[8]Chenxin Sun, Na Jiang, Lei Zhang, Yuehua Wang, Wei Wu, and Zhong Zhou. Unified Framework for Joint Attribute Classification and Person Re-identification[C]. 27th International Conference on Artificial Neural Networks (ICANN), Rhodes, Greece, October 4-7, 2018: 637-647. (CCF C类会议, EI检索)
[9]Na Jiang, Zhaofa Wang, Peng Xu, Xinyue Wu, and Lei Zhang. Rethinking Shared Features and Re-Ranking for Cross-Modality Person Re-identification[C]. 28th International Conference on MultiMedia Modeling (MMM), Qui Nhon, Vietnam, April 5-8, 2022. (CCF C类会议, EI检索)
相关论文专利
[1] 周忠, 吴威, 黄丹阳, 张磊. 一种面向室内场景的行人轨迹生成方法[P]. 中国专利: 202111461779.3.
[2] 周忠, 吴威, 刁其帅, 张磊. 一种基于互学习的跨域行人重识别方法[P]. 中国专利: 202111468957.5.
科研项目
(1)北京航空航天大学虚拟现实技术与系统国家重点实验室, 开放课题, VRLAB2023C05, 虚实融合与视觉分析结合的开放环境目标轨迹关联技术, 2023-06至2025-06, 在研, 主持
(2)北京市自然科学基金委员会, 北自-小米联合项目, L233026, 几何模型清理和带缺陷模型的体网格生成技术研究,2024-01至2026-12, 50万, 在研, 参与
(3)工业和信息化部产业发展促进中心, 国家重点研发计划, 2018YFB2100600, 城市空间采集、建模与虚实融合动态仿真系统, 2019-07至2022-06, 1806万元, 结题, 参与
(4)国家自然科学基金委员会, 面上项目, 61872024, 基于虚实场景融合的跨相机目标重识别与轨迹关联技术, 2019-01-01 至2022-12-31, 67万元, 结题, 参与
奖励及其他
2021年获第三届虚拟现实技术及应用创新大赛高校创新组二等奖