Assessing Accuracy of Ensemble Learning for Facial Expression Recognition with CNNs
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Francesco Marcelloni | Alessio Bechini | Alessandro Renda | Marco Barsacchi | F. Marcelloni | A. Bechini | Alessandro Renda | M. Barsacchi
[1] Thomas Martinetz,et al. Deep convolutional neural networks as generic feature extractors , 2015, 2015 International Joint Conference on Neural Networks (IJCNN).
[2] Yoshua Bengio,et al. How transferable are features in deep neural networks? , 2014, NIPS.
[3] Mark J. van der Laan,et al. The relative performance of ensemble methods with deep convolutional neural networks for image classification , 2017, Journal of applied statistics.
[4] Andrew Zisserman,et al. Very Deep Convolutional Networks for Large-Scale Image Recognition , 2014, ICLR.
[5] Yoshua Bengio,et al. Challenges in Representation Learning: A Report on Three Machine Learning Contests , 2013, ICONIP.
[6] Jian Sun,et al. Deep Residual Learning for Image Recognition , 2015, 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[7] Luis Perez,et al. The Effectiveness of Data Augmentation in Image Classification using Deep Learning , 2017, ArXiv.
[8] Geoffrey E. Hinton,et al. ImageNet classification with deep convolutional neural networks , 2012, Commun. ACM.
[9] Jimmy Ba,et al. Adam: A Method for Stochastic Optimization , 2014, ICLR.
[10] Nitish Srivastava,et al. Dropout: a simple way to prevent neural networks from overfitting , 2014, J. Mach. Learn. Res..
[11] Li Fei-Fei,et al. ImageNet: A large-scale hierarchical image database , 2009, CVPR.
[12] Ting Zhang,et al. Facial Expression Recognition Based on Deep Learning: A Survey , 2017 .
[13] Ralph Gross,et al. An Image Preprocessing Algorithm for Illumination Invariant Face Recognition , 2003, AVBPA.
[14] P. Ekman,et al. Constants across cultures in the face and emotion. , 1971, Journal of personality and social psychology.
[15] Fabio Roli,et al. Design of effective neural network ensembles for image classification purposes , 2001, Image Vis. Comput..
[16] Tamás D. Gedeon,et al. Emotion Recognition In The Wild Challenge 2014: Baseline, Data and Protocol , 2014, ICMI.
[17] Sergey Ioffe,et al. Rethinking the Inception Architecture for Computer Vision , 2015, 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[18] Martin Kampel,et al. Facial Expression Recognition using Convolutional Neural Networks: State of the Art , 2016, ArXiv.
[19] Andrew Zisserman,et al. Deep Face Recognition , 2015, BMVC.
[20] Danyang Li,et al. Ensemble of Deep Neural Networks with Probability-Based Fusion for Facial Expression Recognition , 2017, Cognitive Computation.
[21] Soo-Young Lee,et al. Fusing Aligned and Non-aligned Face Information for Automatic Affect Recognition in the Wild: A Deep Learning Approach , 2016, 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW).
[22] Yann LeCun,et al. Convolutional networks and applications in vision , 2010, Proceedings of 2010 IEEE International Symposium on Circuits and Systems.
[23] Michel Valstar,et al. Advances, Challenges, and Opportunities in Automatic Facial Expression Recognition , 2016 .