Yuan Zong

(宗源)



       Ph.D., Lecturer,

       Affective Information Processing Lab,

       Key Laboratory of Child Development and Learning Science of Ministry of Education,

       School of Biological Sciences and Medical Engineering,

       Southeast University, Nanjing, Jiangsu Province, China.

                                   

Biography


Currently, I am a Lecturer and a member of Affective Information Processing Lab (AIPL)Key Laboratory of Child Development and Learning Science of Ministry of EducationSchool of Biological Sciences and Medical EngineeringSoutheast University. Nanjing, Jiangsu Province, China, leaded by Prof. Wenming Zheng. Before that, I received my B.Sc. and M.Sc. degrees in Electronics Engineering both from Nanjing Normal University, Nanjing, Jiangsu Province, China in 2011 and 2014, respectively, and received the Ph.D. degree in Biomedical Engineering from Southeast University, in 2018. From 2016 to 2017, I was funded by China Scholarship Council (CSC) and working as a Joint Ph.D. student in  Prof. Guoying Zhao’s group at  the Center for Machine Vision and Signal Analysis (CMVS), University of Oulu, Finland. 


Research Interests


My main interests include affective computing, pattern recognition, and computer vision.


Publications


  1. Yuan Zong, Wenming Zheng, Xiaohua Huang, Jingang Shi, Zhen Cui, and Guoying Zhao. “Domain Regeneration for Cross-Database Micro-Expression Recognition, ” IEEE Transactions on Image Processing, Vol. 27, No. 5, pp. 2484 – 2498, 2018. [PDF] [Project[Code]
  2. Yuan Zong, Xiaohua Huang, Wenming Zheng, Zhen Cui, and Guoying Zhao. “Learning from Hierarchical Spatiotemporal Descriptors for Micro-Expression Recognition,” IEEE Transactions on Multimedia, Vol. 20, No. 11, pp. 3160 – 31722018. [PDF] [Code]
  3. Wenming Zheng, Yuan Zong, Xiaoyan Zhou and Minghai Xin. “Cross-Domain Color Facial Expression Recognition Using Transductive Transfer Subspace Learning,” IEEE Transactions on Affective Computing, Vol. 9, No. 1, pp. 21 – 37, 2018. [PDF] [Code]
  4. Jingang Shi, Xin Liu, Yuan Zong, Chun Qi, and Guoying Zhao. “Hallucinating Face Image by Regularizatin Models in High-Resolution Feature Space,” IEEE Transactions on Image Processing, Vol. 27, No. 6, pp. 2980 – 2995, 2018. [PDF]
  5. Yang Li, Wenming Zheng, Yuan Zong, Zhen Cui, Tong Zhang, and Xiaoyan Zhou. “A Bi-hemisphere Domain Adversarial Neural Network Model for EEG Emotion Recognition,” IEEE Transactions on Affective Computing, 2018. (Accepted) [PDF]
  6. Tengfei Song, Wenming Zheng, Cheng Lu, Yuan Zong, and Zhen Cui, “MPED: A Multi-Modal Physiological Emotion Database for Discrete Emotion Recognition,” IEEE Access, 2019. (Accepted) [PDF]
  7. Lingyan Li, Xiaoyan Zhou, Yuan Zong, Wenming Zheng, Jingang Shi, and Peng Song, “Unsupervised Cross-Database Micro-Expression Recognition Using Target-Adapted Least-Squares Regression,” IEICE Transactions on Information and Systems, 2019. (Accepted)
  8. Keyu Yan, Wenming Zheng, Zhen Cui, Yuan Zong, Tong Zhang, and Chuangao Tang. “Unsupervised Facial Expression Recognition Using Domain Adaptation based Dictionary Learning Approach,” Neurocomputing, 2018. [PDF]
  9. Jingwei Yan, Wenming Zheng, Zhen Cui, Chuangao Tang, Tong Zhang, and Yuan Zong. “Multi-cue Fusion for Emotion Recognition in the Wild,” Neurocomputing, 2018. [PDF]
  10. Yang Li, Wenming Zheng, Zhen Cui, Yuan Zong, and Sheng Ge. “EEG Emotion Recognition Based on Graph Regularized Sparse Linear Regression,” Neural Processing Letters, 2018. [PDF]
  11. Chuangao Tang, Weming Zheng, Yuan Zong, Zhen Cui, Nana Qiu, Simeng Yan, and Xiaoyan Ke. “Automatic Smile Detection of Infants in Mother-Infant Interaction via CNN-based Feature Learning,” in ASMMC–MMAC 2018 at ACM Multimedia Workshops, 2018. [PDF]
  12. Cheng Lu, Wenming Zheng, Chaolong Li, Chuangao Tang, Siyuan Liu, Simeng Yan, and Yuan Zong. “Multiple Spatio-temporal Feature Learning for Video-based Emotion Recognition in the Wild,” in ACM ICMI, 2018. [PDF]
  13. Yang Li, Wenming Zheng, Zhen Cui, Tong Zhang, and Yuan Zong. “A Novel Neural Network Model based on Cerebral Hemispheric Asymmetry for EEG Emotion Recognition,” in IJCAI, 2018. [PDF]
  14. Na Liu, Yuan Zong, Baofeng Zhang, Li Liu, Jie Chen, Guoying Zhao, and Junchao Zhu. “Unsupervised Cross-Corpus Speech Emotion Recognition Using Domain-Adaptive Subspace Learning,” in IEEE ICASSP, 2018. [PDF]
  15. Na Liu, Baofeng Zhang, Yuan Zong, Li Liu, Jie Chen, Guoying Zhao, and Junchao Zhu. “Super Wide Regression Network for Unsupervised Cross-Database Facial Expression Recognition,” in IEEE ICASSP, 2018. [PDF]
  16. Tong Zhang, Wenming Zheng, Zhen Cui, Yuan Zong, and Yang Li. “Spatio-Temporal Recurrent Neural Network for Emotion Recognition,” IEEE Transactions on Cybernetics, 2017. DOI: 10.1109/TCYB.2017.2788081. [PDF]
  17. Yuan Zong, Xiaohua Huang, Wenming Zheng, Zhen Cui, and Guoying Zhao. “Learning a Target Sample Re-Generator for Cross-Database Micro-Expression Recognition,” in ACM Multimedia, 2017. [PDF[Project[Code]
  18. Tong Zhang, Wenming Zheng, Zhen Cui, Yuan Zong, Jingwei Yan, and Keyu Yan. “A Deep Neural Network-Driven Feature Learning Method for Multi-View Facial Expression Recognition,” IEEE Transactions on Multimedia, Vol. 18, No. 12, pp. 2528 – 2536, 2016. [PDF]
  19. Yuan Zong, Wenming Zheng, Tong Zhang, and Xiaohua Huang. “Cross-Corpus Speech Emotion Recognition Based on Domain-Adaptive Least Squares Regression,” IEEE Signal Processing Letters, Vol. 23, No. 5, pp.585 – 589, 2016. [PDF] [Code]
  20. Yuan Zong, Wenming Zheng, Zhen Cui, and Qiang Li. “Double Sparse Learning Model for Speech Emotion Recognition,” Electronics Letters, Vol. 52, No. 16, pp. 1410 – 1412, 2016. [PDF]
  21. Yuan Zong, Wenming Zheng, Xiaohua Huang, Keyu Yan, Jingwei Yan, and Tong Zhang. “Emotion Recognition in the Wild via Sparse Transductive Transfer Linear Discriminant Analysis,” Journal on Multimodal User Interfaces, Vol. 10, No. 2, pp. 163 – 172, 2016. [PDF]
  22. Ping Lu, Wenming Zheng, Ziyan Wang, Qiang Li, Yuan Zong, Minghai Xin, and Lenan Wu. “Micro-expression Recognition by Regression Model and Group Sparse Spatio-temporal Feature Learning,” IEICE Transactions on Information and Systems, Vol. 99E-D, No.6, pp.1694 – 1697, 2016. [PDF]
  23. Keyu Yan, Wenming Zheng, Zhen Cui, and Yuan Zong. “Cross-Database Facial Expression Recognition via Unsupervised Domain Adaptive Dictionary Learning,” in ICONIP, 2016. [PDF]
  24. Jingwei Yan, Wenming Zheng, Zhen Cui, Chuangao Tang, Tong Zhang, Yuan Zong, and Ning Sun. “Multi-clue Fusion for Emotion Recognition in the Wild,” in ACM ICMI, 2016. [PDF]
  25. Yuan Zong, Wenming Zheng, Xiaohua Huang, Jingwei Yan, and Tong Zhang. “Transductive Transfer LDA with Riesz-based Volume LBP for Emotion Recognition in The Wild,” in ACM ICMI, 2015. [PDF]


Awards & Honors



Correspondence


Email: xhzongyuan[AT]seu[DOT]edu[DOT]cn, or xhzongyuan[AT]163[DOT]com

Office: Room 103(South), Liwenzheng Building, Sipailou Campus of Southeast University, No. 2 Sipailou, Nanjing, P.R. China.

 
 
Last Modified: 2019-01-10

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