Hybrid deep neural networks for face emotion recognition
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Neha Jain | Pourya Shamsolmoali | Masoumeh Zareapoor | Shishir Kumar | Amit Kumar | Masoumeh Zareapoor | Pourya Shamsolmoali | Shishir Kumar | Neha Jain | Amit Kumar
[1] Sergey Ioffe,et al. Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift , 2015, ICML.
[2] Andrea Cavallaro,et al. Automatic Analysis of Facial Affect: A Survey of Registration, Representation, and Recognition , 2015, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[3] Shaogang Gong,et al. Facial expression recognition based on Local Binary Patterns: A comprehensive study , 2009, Image Vis. Comput..
[4] Michael J. Lyons,et al. Automatic Classification of Single Facial Images , 1999, IEEE Trans. Pattern Anal. Mach. Intell..
[5] Geoffrey E. Hinton,et al. ImageNet classification with deep convolutional neural networks , 2012, Commun. ACM.
[6] Thomas S. Huang,et al. How deep neural networks can improve emotion recognition on video data , 2016, 2016 IEEE International Conference on Image Processing (ICIP).
[7] Chi Chung Ko,et al. Using moment invariants and HMM in facial expression recognition , 2002, Pattern Recognit. Lett..
[8] P. Ekman,et al. Constants across cultures in the face and emotion. , 1971, Journal of personality and social psychology.
[9] Bill Triggs,et al. Histograms of oriented gradients for human detection , 2005, 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05).
[10] Christopher Joseph Pal,et al. EmoNets: Multimodal deep learning approaches for emotion recognition in video , 2015, Journal on Multimodal User Interfaces.
[11] Neha Jain,et al. Decision-Based Spectral Embedding Approach for Identifying Facial Behaviour on RGB-D Images , 2017 .
[12] Yuanliu Liu,et al. Video-based emotion recognition using CNN-RNN and C3D hybrid networks , 2016, ICMI.
[13] Tamás D. Gedeon,et al. Emotion Recognition In The Wild Challenge 2014: Baseline, Data and Protocol , 2014, ICMI.
[14] Jürgen Schmidhuber,et al. Long Short-Term Memory , 1997, Neural Computation.
[15] Phil Blunsom,et al. A Convolutional Neural Network for Modelling Sentences , 2014, ACL.
[16] Kaiqi Huang,et al. Random walk-based feature learning for micro-expression recognition , 2018, Pattern Recognit. Lett..
[17] Timothy F. Cootes,et al. Active Appearance Models , 1998, ECCV.
[18] Kaiqi Huang,et al. Hybrid Patch Based Diagonal Pattern Geometric Appearance Model for Facial Expression Recognition , 2016, IVS.
[19] Timothy F. Cootes,et al. Active Appearance Models , 2001, IEEE Trans. Pattern Anal. Mach. Intell..
[20] Haifeng Hu,et al. Facial expression recognition with FRR-CNN , 2017 .
[21] Navdeep Jaitly,et al. Towards End-To-End Speech Recognition with Recurrent Neural Networks , 2014, ICML.
[22] Tal Hassner,et al. Emotion Recognition in the Wild via Convolutional Neural Networks and Mapped Binary Patterns , 2015, ICMI.
[23] Jake K. Aggarwal,et al. Facial expression recognition with temporal modeling of shapes , 2011, 2011 IEEE International Conference on Computer Vision Workshops (ICCV Workshops).
[24] Mahmood Fathy,et al. Facial expression recognition with discriminatory graphical models , 2016, 2016 2nd International Conference of Signal Processing and Intelligent Systems (ICSPIS).
[25] Lijun Yin,et al. Tracking Vertex Flow and Model Adaptation for Three-Dimensional Spatiotemporal Face Analysis , 2010, IEEE Transactions on Systems, Man, and Cybernetics - Part A: Systems and Humans.
[26] Mohammed Yeasin,et al. Recognition of facial expressions and measurement of levels of interest from video , 2006, IEEE Transactions on Multimedia.
[27] Xiaogang Wang,et al. Deep Convolutional Network Cascade for Facial Point Detection , 2013, 2013 IEEE Conference on Computer Vision and Pattern Recognition.
[28] Lukás Burget,et al. Recurrent neural network based language model , 2010, INTERSPEECH.
[29] Geoffrey E. Hinton,et al. A Simple Way to Initialize Recurrent Networks of Rectified Linear Units , 2015, ArXiv.
[30] Shiguang Shan,et al. Combining Multiple Kernel Methods on Riemannian Manifold for Emotion Recognition in the Wild , 2014, ICMI.
[31] Christopher Joseph Pal,et al. Facial Expression Analysis Based on High Dimensional Binary Features , 2014, ECCV Workshops.
[32] Razvan Pascanu,et al. Combining modality specific deep neural networks for emotion recognition in video , 2013, ICMI '13.
[33] Nicu Sebe,et al. Authentic facial expression analysis , 2004, Sixth IEEE International Conference on Automatic Face and Gesture Recognition, 2004. Proceedings..
[34] Geoffrey E. Hinton,et al. Speech recognition with deep recurrent neural networks , 2013, 2013 IEEE International Conference on Acoustics, Speech and Signal Processing.
[35] Mohammad H. Mahoor,et al. Facial Expression Recognition from World Wild Web , 2016, 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW).
[36] Geoffrey E. Hinton,et al. On the importance of initialization and momentum in deep learning , 2013, ICML.
[37] Trevor Darrell,et al. Long-term recurrent convolutional networks for visual recognition and description , 2014, 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[38] Kaiqi Huang,et al. Multi angle optimal pattern-based deep learning for automatic facial expression recognition , 2017, Pattern Recognit. Lett..
[39] Yoshua Bengio,et al. ReNet: A Recurrent Neural Network Based Alternative to Convolutional Networks , 2015, ArXiv.
[40] Yoshua Bengio,et al. ReSeg: A Recurrent Neural Network for Object Segmentation , 2015, ArXiv.
[41] Dumitru Erhan,et al. Going deeper with convolutions , 2014, 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[42] Sébastien Ouellet,et al. Real-time emotion recognition for gaming using deep convolutional network features , 2014, ArXiv.
[43] Tong Zhang,et al. Spatial–Temporal Recurrent Neural Network for Emotion Recognition , 2017, IEEE Transactions on Cybernetics.