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Micro-expression recognition with small sample size by transferring long-term convolutional neural network 期刊论文
Neurocomputing, 2018, 卷号: 312, 页码: 251-262
Authors:  Wang, Su-Jing;  Li, Bing-Jun;  Liu, Yong-Jin;  Yan, Wen-Jing;  Ou, Xinyu;  Huang, Xiaohua;  Xu, Feng;  Fu, Xiaolan
Adobe PDF(2521Kb)  |  Favorite  |  View/Download:73/0  |  Submit date:2019/01/08
Micro-expression   Deep learning   Transferring learning   Convolutional neural network  
Alcoholism Detection by Data Augmentation and Convolutional Neural Network with Stochastic Pooling 期刊论文
JOURNAL OF MEDICAL SYSTEMS, 2018, 卷号: 42, 期号: 1, 页码: 1-11
Authors:  Wang, Shui-Hua;  Lv, Yi-Ding;  Sui, Yuxiu;  Liu, Shuai;  Wang, Su-Jing;  Zhang, Yu-Dong;  Shuai Liu;  Su-Jing Wang;  Yu-Dong Zhang
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Alcohol use disorder  Data augmentation  Convolutional neural network  Max pooling  Average pooling  Stochastic pooling  Graphical processing unit  
SMEConvNet: A Convolutional Neural Network for Spotting Spontaneous Facial Micro-Expression From Long Videos 期刊论文
IEEE ACCESS, 2018, 卷号: 6, 页码: 71143-71151
Authors:  Zhang, Zhihao;  Chen, Tong;  Meng, Hongying;  Liu, Guangyuan;  Fu, Xiaolan
Adobe PDF(7031Kb)  |  Favorite  |  View/Download:134/0  |  Submit date:2019/01/08
Spotting micro-expression  apex frame  convolutional neural network  deep learning  
Dual Temporal Scale Convolutional Neural Network for MicroExpression Recognition 期刊论文
FRONTIERS IN PSYCHOLOGY, 2017, 卷号: 8, 期号: 不详, 页码: 1-12
Authors:  Min Peng;  Chongyang Wang;  Tong Chen;  Guangyuan Liu;  Xiaolan Fu
Adobe PDF(2129Kb)  |  Favorite  |  View/Download:63/0  |  Submit date:2018/05/04
micro-expression recognition  deep learning  optical flow  convolutional neural network  feature fusion