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裴明涛，北京理工大学计算机学院教授，博士生导师。2004年获北京理工大学计算机学院工学博士学位，2009年至2011年在美国加州大学洛杉矶分校作访问学者。目前主要科学研究方向为计算机视觉和模式识别。在国际重要学术期刊IEEE TIP，TMM，IEEE TITS，CVIU以及ICCV，AAAI，IJCAI等国际顶级会议上发表学术论文60余篇，获国家发明专利8项。 每年计划招收博士生1名，硕士生2-3名，欢迎对计算机视觉、模式识别、人工智能等研究领域感兴趣的同学加入课题组，Email： peimt@bit.edu.cn |
Recent News：
- [2021.12]Our paper "Clinical-BERT: Vision-Language Pre-Training for Radiograph Diagnosis and Reports Generation" was accepted by AAAI 2022. Congratulations to Bin!
- [2020.04]Our paper "Few-shot Human Motion Prediction via Learning Novel Motion Dynamics" was accepted by IJCAI 2020. Congratulations to Chuanqi!
Selected Publications：
- Bin Yan, Mingtao Pei, Clinical-BERT: Vision-Language Pre-Training for Radiograph Diagnosis and Reports Generation, AAAI 2022
- Chuanqi Zang, Mingtao Pei,YU Kong, Few-shot Human Motion Prediction via Learning Novel Motion Dynamics, IJCAI 2020
- Min Yang, Mingtao Pei,Yunde Jia, Online maximum a posteriori tracking of multiple objects using sequential trajectory prior, Image and Vision Computing 94 (2020) 58–67.
- Yanmei Dong,Mingtao Pei,Xiaofeng Liu,Meng Zhao, Scene-Specific Multiple Cues Integration for Multi person Tracking[J]. IEEE Transactions on Cognitive and Developmental Systems, 2020, 12(3):511-518.
- Chenchen J , Zhen D , Mingtao P , et al. Heterogeneous Hashing Network for Face Retrieval across Image and Video Domains. IEEE Transactions on Multimedia, VOL. 21, NO. 3, pp 782-794, 2018.
- Zhen Dong, Chenchen Jing, Mingtao Pei, Yunde Jia, Deep CNN based Binary Hash Video Representations for Face Retrieval, Pattern Recognition, 2018.05
- Zhen Dong, Su Jia, Tianfu Wu, Mingtao Pei, Face Video Retrieval via Deep Learning of Binary Hash Representations, AAAI Conference on Artificial Intelligence, 2016, Phoenix, Arizona USA.
- Wu, Yuwei; Pei, Mingtao; Yang, Min, Robust Discriminative Tracking via Landmark-Based Label Propagation, IEEE TRANSACTIONS ON IMAGE PROCESSING, Vol 24,pp:1510-1523,MAY 2015.
- Mingtao Pei,Zhangzhang Si, Benjamin Yao, Song-Chun Zhu, Learning and parsing video events with Goal and Intent Prediction, Computer Vision and Image Understanding(CVIU), Volume 117, Issue 10, Pages 1203-1548, October 2013.
- Mingtao Pei,Yunde Jia, Songchun Zhu, Parsing Video Events with Goal inference and Intent Prediction, ICCV,2011
- Zhangzhang Si, Mingtao Pei, Benjamin Yao, Songchun Zhu, Unsupervised Learning of Event AND-OR Grammar and Semantics from Video. ICCV,2011
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北京理工大学 |
Media Computing and Intelligent Systems Lab |
计算机学院 |
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