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Intelligent computational techniques for multimodal data 期刊论文
MULTIMEDIA TOOLS AND APPLICATIONS, 2019, 卷号: 78, 期号: 17, 页码: 23809-23814
Authors:  Kumar, Shishir;  Mahanti, Prabhat;  Wang, Su-Jing
Adobe PDF(165Kb)  |  Favorite  |  View/Download:106/0  |  Submit date:2019/10/25
Multimedia data mining  Deep convolution network  Deep semantic preserving hashing  Particle swarm optimization  Cyberbullying detection  Mobile multimedia application  Rumour veracity detection  
Discriminative Spatiotemporal Local Binary Pattern with Revisited Integral Projection for Spontaneous Facial Micro-Expression Recognition 期刊论文
IEEE TRANSACTIONS ON AFFECTIVE COMPUTING, 2019, 卷号: 10, 期号: 1, 页码: 32-47
Authors:  Huang, Xiaohua;  Wang, Su-Jing;  Liu, Xin;  Zhao, Guoying;  Feng, Xiaoyi;  Pietikainen, Matti
Adobe PDF(6341Kb)  |  Favorite  |  View/Download:111/0  |  Submit date:2019/04/22
Spontaneous facial micro-expression  spatiotemporal  local binary pattern  integral projection  feature selection  
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:143/1  |  Submit date:2019/01/08
Micro-expression  Deep learning  Transferring learning  Convolutional neural network  
CAS(ME)(2): A Database for Spontaneous Macro-Expression and Micro-Expression Spotting and Recognition 期刊论文
IEEE TRANSACTIONS ON AFFECTIVE COMPUTING, 2018, 卷号: 9, 期号: 4, 页码: 424-436
Authors:  Qu, Fangbing;  Wang, Su-Jing;  Yan, Wen-Jing;  Li, He;  Wu, Shuhang;  Fu, Xiaolan
Adobe PDF(14031Kb)  |  Favorite  |  View/Download:202/0  |  Submit date:2019/01/13
Macro-expression and micro-expression spotting  macro-expression and micro-expression recognition  micro-expression database  facial action coding system  
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
Adobe PDF(1853Kb)  |  Favorite  |  View/Download:85/0  |  Submit date:2018/05/28
Alcohol use disorder  Data augmentation  Convolutional neural network  Max pooling  Average pooling  Stochastic pooling  Graphical processing unit  
A main directional maximal difference analysis for spotting facial movements from long-term videos 期刊论文
NEUROCOMPUTING, 2017, 卷号: 230, 期号: 0, 页码: 382-389
Authors:  Wang, Su-Jing;  Wu, Shuhang;  Qian, Xingsheng;  Li, Jingxiu;  Fu, Xiaolan
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Micro-expression recognition  Macro-expression  Micro-expression spotting  Optical flow  
Sparse tensor canonical correlation analysis for micro-expression recognition 期刊论文
NEUROCOMPUTING, 2016, 卷号: 214, 期号: 0, 页码: 218-232
Authors:  Wang, Su-Jing;  Yan, Wen-Jing;  Sun, Tingkai;  Zhao, Guoying;  Fu, Xiaolan
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Micro-expression recognition  Correlation analysis  Sparse representation  Tensor subspace  
Micro-Expression Recognition Using Color Spaces 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2015, 卷号: 24, 期号: 12, 页码: 6034-6047
Authors:  Wang, Su-Jing;  Yan, Wen-Jing;  Li, Xiaobai;  Zhao, Guoying;  Zhou, Chun-Guang;  Fu, Xiaolan;  Yang, Minghao;  Tao, Jianhua
Adobe PDF(20175Kb)  |  Favorite  |  View/Download:311/120  |  Submit date:2015/12/28
Micro-expression recognition  color spaces  tensor analysis  local binary patterns  facial action coding system  
Face Recognition and Micro-expression Recognition Based on Discriminant Tensor Subspace Analysis Plus Extreme Learning Machine 期刊论文
NEURAL PROCESSING LETTERS, 2014, 卷号: 39, 期号: 1, 页码: 25-43
Authors:  Wang, Su-Jing;  Chen, Hui-Ling;  Yan, Wen-Jing;  Chen, Yu-Hsin;  Fu, Xiaolan
Adobe PDF(662Kb)  |  Favorite  |  View/Download:260/104  |  Submit date:2015/09/18
Face recognition  Micro-expression recognition  Locality preserving projection  Discriminant information  Tensor subspace  Extreme learning machine  
A General Exponential Framework for Dimensionality Reduction 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2014, 卷号: 23, 期号: 2, 页码: 920-930
Authors:  Wang, Su-Jing;  Yan, Shuicheng;  Yang, Jian;  Zhou, Chun-Guang;  Fu, Xiaolan
Adobe PDF(6755Kb)  |  Favorite  |  View/Download:133/31  |  Submit date:2015/09/18
Face recognition  manifold learning  matrix exponential  Laplacian embedding  dimensionality reduction