2019年至2024年 中国科学院心理研究所 基础心理学 博士在读

2016年至2019年 西南大学 信号与信息处理 工学硕士

2012年至2016年 武汉纺织大学 电子信息工程 工学学士

 

面孔感知 面部表情自动识别

 

 

代表性论文：

Mo,F.,Zhang,Z.,Chen,T.,Zhao,K.,& Fu,X. (2021). MFED: A database for masked facial expression. IEEE Access,9,96279-96287.

Zhang,Z.,Mo,F.,Zhao,K.,Chen,T.,& Fu,X. (2021,February). TSW-FD: A Novel Temporal and Spatial Domain Weight Analysis of Feature Difference for Micro-Expression Spotting. In Journal of Physics: Conference Series (Vol. 1828,No. 1,p. 012028). IOP Publishing.

Liu,N.,Liu,X.,Zhang,Z.,Xu,X.,& Chen,T. (2020,November). Offset or onset frame: A multi-stream convolutional neural network with capsulenet module for micro-expression recognition. In 2020 5th international conference on intelligent informatics and biomedical sciences (ICIIBMS) (pp. 236-240). IEEE.

Chen,B.,Zhang,Z.,Liu,N.,Tan,Y.,Liu,X.,& Chen,T. (2020). Spatiotemporal convolutional neural network with convolutional block attention module for micro-expression recognition. Information,11(8),380.

Li,B.,Zhang,Z.,Cao,R.,Zhang,J.,& Chen,T. (2020,March). Automatic double region of interest selection for spotting micro-expression from long videos. In 2020 International Conference on Computer Engineering and Application (ICCEA) (pp. 903-906). IEEE.

Chen,J.,Zhang,Z.,Yao,L.,Li,B.,& Chen,T. (2019,August). Face recognition using depth images base convolutional neural network. In 2019 International Conference on Computer,Information and Telecommunication Systems (CITS) (pp. 1-4). IEEE.

Chen,Y.,Zhang,Z.,Zhong,L.,Chen,T.,Chen,J.,& Yu,Y. (2019). Three-stream convolutional neural network with squeeze-and-excitation block for near-infrared facial expression recognition. Electronics,8(4),385.

Peng,M.,Wu,Z.,Zhang,Z.,& Chen,T. (2018,May). From macro to micro expression recognition: Deep learning on small datasets using transfer learning. In 2018 13th IEEE International Conference on Automatic Face & Gesture Recognition (FG 2018) (pp. 657-661). IEEE.

Zhang,Z.,Chen,T.,Meng,H.,Liu,G.,& Fu,X. (2018). SMEConvNet: A convolutional neural network for spotting spontaneous facial micro-expression from long videos. IEEE Access,6,71143-71151.

Wu,Z.,Chen,T.,Chen,Y.,Zhang,Z.,& Liu,G. (2017). NIRExpNet: Three-stream 3D convolutional neural network for near infrared facial expression recognition. Applied Sciences,7(11),1184.

Chen,H.,Chen,T.,Zhang,Z.,& Liu,G. (2017). Variable selection using adaptive band clustering and physarum network. Algorithms,10(3),73.