Co-attentive multi-task convolutional neural network for facial expression recognition

[1]  Haifeng Hu,et al.  Deep multi-path convolutional neural network joint with salient region attention for facial expression recognition , 2019, Pattern Recognit..

[2]  Cha Zhang,et al.  Image based Static Facial Expression Recognition with Multiple Deep Network Learning , 2015, ICMI.

[3]  Chengjun Liu,et al.  Gabor feature based classification using the enhanced fisher linear discriminant model for face recognition , 2002, IEEE Trans. Image Process..

[4]  Jian Sun,et al.  Deep Residual Learning for Image Recognition , 2015, 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

[5]  Louis-Philippe Morency,et al.  OpenFace 2.0: Facial Behavior Analysis Toolkit , 2018, 2018 13th IEEE International Conference on Automatic Face & Gesture Recognition (FG 2018).

[6]  Wei Liu,et al.  Latent Max-Margin Multitask Learning With Skelets for 3-D Action Recognition , 2017, IEEE Transactions on Cybernetics.

[7]  Yu Qiao,et al.  A Discriminative Feature Learning Approach for Deep Face Recognition , 2016, ECCV.

[8]  Shiguang Shan,et al.  AU-aware Deep Networks for facial expression recognition , 2013, 2013 10th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition (FG).

[9]  Tamás D. Gedeon,et al.  Video and Image based Emotion Recognition Challenges in the Wild: EmotiW 2015 , 2015, ICMI.

[10]  Lukasz Kaiser,et al.  Attention is All you Need , 2017, NIPS.

[11]  Louis-Philippe Morency,et al.  Convolutional Experts Constrained Local Model for 3D Facial Landmark Detection , 2017, 2017 IEEE International Conference on Computer Vision Workshops (ICCVW).

[12]  Junmo Kim,et al.  Joint Fine-Tuning in Deep Neural Networks for Facial Expression Recognition , 2015, 2015 IEEE International Conference on Computer Vision (ICCV).

[13]  Wei Liu,et al.  Discriminative Multi-instance Multitask Learning for 3D Action Recognition , 2017, IEEE Transactions on Multimedia.

[14]  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).

[15]  Yoshua Bengio,et al.  Generative Adversarial Nets , 2014, NIPS.

[16]  Geoffrey E. Hinton,et al.  Visualizing Data using t-SNE , 2008 .

[17]  Andrea Cavallaro,et al.  Learning Bases of Activity for Facial Expression Recognition , 2017, IEEE Transactions on Image Processing.

[18]  Soo-Young Lee,et al.  Hierarchical committee of deep convolutional neural networks for robust facial expression recognition , 2016, Journal on Multimodal User Interfaces.

[19]  Jianfei Yang,et al.  Suppressing Uncertainties for Large-Scale Facial Expression Recognition , 2020, 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

[20]  Geoffrey E. Hinton,et al.  ImageNet classification with deep convolutional neural networks , 2012, Commun. ACM.

[21]  Shiguang Shan,et al.  Learning Expressionlets on Spatio-temporal Manifold for Dynamic Facial Expression Recognition , 2014, 2014 IEEE Conference on Computer Vision and Pattern Recognition.

[22]  Rama Chellappa,et al.  FaceNet2ExpNet: Regularizing a Deep Face Recognition Net for Expression Recognition , 2016, 2017 12th IEEE International Conference on Automatic Face & Gesture Recognition (FG 2017).

[23]  Enhua Wu,et al.  Squeeze-and-Excitation Networks , 2017, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[24]  Yongdong Zhang,et al.  Multi-task deep visual-semantic embedding for video thumbnail selection , 2015, 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

[25]  Josef Kittler,et al.  Wing Loss for Robust Facial Landmark Localisation with Convolutional Neural Networks , 2017, 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition.

[26]  Xiaogang Wang,et al.  Deep Convolutional Network Cascade for Facial Point Detection , 2013, 2013 IEEE Conference on Computer Vision and Pattern Recognition.

[27]  Matti Pietikäinen,et al.  Facial expression recognition from near-infrared videos , 2011, Image Vis. Comput..

[28]  Zhiyuan Li,et al.  Island Loss for Learning Discriminative Features in Facial Expression Recognition , 2017, 2018 13th IEEE International Conference on Automatic Face & Gesture Recognition (FG 2018).

[29]  Peng Wang,et al.  Joint Multi-person Pose Estimation and Semantic Part Segmentation , 2017, 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

[30]  Zhongfei Zhang,et al.  Partially Shared Multi-task Convolutional Neural Network with Local Constraint for Face Attribute Learning , 2018, 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition.

[31]  Shan Li,et al.  Reliable Crowdsourcing and Deep Locality-Preserving Learning for Unconstrained Facial Expression Recognition , 2019, IEEE Transactions on Image Processing.

[32]  Victor O. K. Li,et al.  Facial Expression Recognition With Deeply-Supervised Attention Network , 2020, IEEE Transactions on Affective Computing.

[33]  Yu Qiao,et al.  Joint Face Detection and Alignment Using Multitask Cascaded Convolutional Networks , 2016, IEEE Signal Processing Letters.

[34]  Jianfei Yang,et al.  Region Attention Networks for Pose and Occlusion Robust Facial Expression Recognition , 2019, IEEE Transactions on Image Processing.

[35]  Rob Fergus,et al.  Predicting Depth, Surface Normals and Semantic Labels with a Common Multi-scale Convolutional Architecture , 2014, 2015 IEEE International Conference on Computer Vision (ICCV).

[36]  Andreas E. Savakis,et al.  Manifold based Sparse Representation for robust expression recognition without neutral subtraction , 2011, 2011 IEEE International Conference on Computer Vision Workshops (ICCV Workshops).

[37]  Qiang Ji,et al.  Facial Landmark Detection: A Literature Survey , 2018, International Journal of Computer Vision.

[38]  Yong Du,et al.  Facial Expression Recognition Based on Deep Evolutional Spatial-Temporal Networks , 2017, IEEE Transactions on Image Processing.

[39]  Shaogang Gong,et al.  Facial expression recognition based on Local Binary Patterns: A comprehensive study , 2009, Image Vis. Comput..

[40]  Martial Hebert,et al.  Cross-Stitch Networks for Multi-task Learning , 2016, 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

[41]  Antoni B. Chan,et al.  Heterogeneous Multi-task Learning for Human Pose Estimation with Deep Convolutional Neural Network , 2014, 2014 IEEE Conference on Computer Vision and Pattern Recognition Workshops.

[42]  Takeo Kanade,et al.  The Extended Cohn-Kanade Dataset (CK+): A complete dataset for action unit and emotion-specified expression , 2010, 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition - Workshops.

[43]  Takeo Kanade,et al.  Comprehensive database for facial expression analysis , 2000, Proceedings Fourth IEEE International Conference on Automatic Face and Gesture Recognition (Cat. No. PR00580).

[44]  Soo-Young Lee,et al.  Hierarchical Committee of Deep CNNs with Exponentially-Weighted Decision Fusion for Static Facial Expression Recognition , 2015, ICMI.

[45]  In-So Kweon,et al.  CBAM: Convolutional Block Attention Module , 2018, ECCV.

[46]  Emad Barsoum,et al.  Emotion recognition in the wild from videos using images , 2016, ICMI.