Mengting Wei

Mengting Wei (魏梦婷)

PhD student
Mengting Wei is now a PhD student in University of Oulu where she works in the Center for Machine Vision and Signal Analysis (CMVS) under the supervision of Prof. Guoying Zhao. She is also a PhD student in European Laboratory for Learning and Intelligent Systems (ELLIS), co-supervised by Prof. Nuria Oliver. Previously, she graduated from Southeast University with a master degree, supervised by Prof. Wenming Zheng. She received her bechelor degree from Hebei University of Technology. Her current research interests lie at Facial Expression Recognition.
📧 mengting.wei@oulu.fi

Newest Publications

  • [New] CMNet: Contrastive Magnification Network for Micro-Expression Recognition
    AAAI Conference on Artificial Intelligence (AAAI), 2023

    Download Code Cite
    @article{Wei_Jiang_Zheng_Zong_Lu_Liu_2023, 
    	title={CMNet: Contrastive Magnification Network for Micro-Expression Recognition}, 
    	volume={37},
    	number={1}, 
    	journal={Proceedings of the AAAI Conference on Artificial Intelligence}, 
    	author={Wei, Mengting and Jiang, Xingxun and Zheng, Wenming and Zong, Yuan and Lu, Cheng and Liu, Jiateng},
    	year={2023}, 
    	pages={119-127}}
    				
  • [New] Micro-Expression Recognition Using Uncertainty-Aware Magnification-Robust Networks
    Entropy, 2022

    Download Code Cite
    @article{wei2022micro,
    	title={Micro-Expression Recognition Using Uncertainty-Aware Magnification-Robust Networks},
    	author={Wei, Mengting and Zong, Yuan and Jiang, Xingxun and Lu, Cheng and Liu, Jiateng},
    	journal={Entropy},
    	volume={24},
    	number={9},
    	pages={1271},
    	year={2022},
    	publisher={MDPI}}
    				
  • [New] A Novel Magnification-Robust Network with Sparse Self-Attention for Micro-Expression Recognition
    International Conference on Pattern Recognition (ICPR), 2022

    Download Code Cite
    @inproceedings{wei2022novel,
      title={A Novel Magnification-Robust Network with Sparse Self-Attention for Micro-expression Recognition},
      author={Wei, Mengting and Zheng, Wenming and Jiang, Xingxun and Zong, Yuan and Lu, Cheng and Liu, Jiateng},
      booktitle={2022 26th International Conference on Pattern Recognition (ICPR)},
      pages={1120--1126},
      year={2022},
      organization={IEEE}}
                    
  • [New] Seeking Salient Facial Regions for Cross-Database Micro-Expression Recognition
    International Conference on Pattern Recognition (ICPR), 2022

    Download Code Cite
    					@INPROCEEDINGS{9956540,  
    	author={Jiang, Xingxun and Zong, Yuan and Zheng, Wenming and Liu, Jiateng and Wei, Mengting},  
    	booktitle={2022 26th International Conference on Pattern Recognition (ICPR)},   
    	title={Seeking Salient Facial Regions for Cross-Database Micro-Expression Recognition},   
    	year={2022},  
    	pages={1019-1025},  
    	doi={10.1109/ICPR56361.2022.9956540}}
                    
  • [New] A Novel Micro-Expression Recognition Approach Using Attention-Based Magnification-Adaptive Networks
    International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022

    Download Code Cite
    @inproceedings{wei2022novel,
      title={A Novel Micro-Expression Recognition Approach Using Attention-Based Magnification-Adaptive Networks},
      author={Wei, Mengting and Zheng, Wenming and Zong, Yuan and Jiang, Xingxun and Lu, Cheng and Liu, Jiateng},
      booktitle={ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
      pages={2420--2424},
      year={2022},
      organization={IEEE}}
                    

Patents

  • [New] 样本自适应的微表情识别方法及装置 202211562229.5

    已受理
  • [New] 基于对比放大网络的微表情识别方法及装置 202210605395.2

    审中-实质审查
  • [New] 基于稀疏化自注意力机制的微表情识别方法及系统 CN202210196086.4

    审中-公开发明
  • [New] 一种基于注意力机制的自适应微表情识别方法 CN202110758045.5

    已授权

Honors and Awards

  • [New] "Huawei Cup"The 17th China Post-Graduate Mathematical Contest in Modeling (“华为杯”中国研究生数学建模竞赛), 2020
    Second Prize