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

Mengting Wei, Xingxun Jiang, Wenming Zheng, Yuan Zong, Cheng Lu, Jiateng Liu

AAAI Conference on Artificial Intelligence (AAAI), 2023

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@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

Mengting Wei, Yuan Zong, Xingxun Jiang, Cheng Lu, Jiateng Liu

Entropy, 2022

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@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

Mengting Wei, Wenming Zheng, Xingxun Jiang, Yuan Zong, Cheng Lu, Jiateng Liu

International Conference on Pattern Recognition (ICPR), 2022

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@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

Xingxun Jiang, Yuan Zong, Zheng Wenming, Jiateng Liu, Mengting Wei

International Conference on Pattern Recognition (ICPR), 2022

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					@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

Mengting Wei, Wenming Zheng, Yuan Zong, Xingxun Jiang, Cheng Lu, Jiateng Liu

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

郑文明, 魏梦婷, 江星洵, 宗源, 路成

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

郑文明, 魏梦婷, 宗源, 江星洵, 刘佳腾, 薛云龙

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

郑文明, 魏梦婷, 江星洵, 宗源, 常洪丽

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

郑文明, 魏梦婷, 宗源, 赵力

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