Facial Expression Recognition via Deep Learning

  title={Facial Expression Recognition via Deep Learning},
  author={Abir Fathallah and Lotfi Abdi and Ali Douik},
  journal={2017 IEEE/ACS 14th International Conference on Computer Systems and Applications (AICCSA)},
Automated Facial Expression Recognition has remained a challenging and interesting problem in computer vision. The recognition of facial expressions is difficult problem for machine learning techniques, since people can vary significantly in the way they show their expressions. Deep learning is a new area of research within machine learning method which can classify images of human faces into emotion categories using Deep Neural Networks (DNN). Convolutional neural networks (CNN) have been… CONTINUE READING
Highly Cited
This paper has 50 citations. REVIEW CITATIONS

From This Paper

Figures, tables, and topics from this paper.


Publications citing this paper.
Showing 1-10 of 30 extracted citations

A Deep Learning Approach for Online Learning Emotion Recognition

2018 13th International Conference on Computer Science & Education (ICCSE) • 2018

A Gesture-to-Emotional Speech Conversion by Combining Gesture Recognition and Facial Expression Recognition

2018 First Asian Conference on Affective Computing and Intelligent Interaction (ACII Asia) • 2018
View 1 Excerpt

Accurate Facial Parts Localization and Deep Learning for 3D Facial Expression Recognition

2018 13th IEEE International Conference on Automatic Face & Gesture Recognition (FG 2018) • 2018
View 3 Excerpts

fewer than 50 Citations

Citations per Year
Semantic Scholar estimates that this publication has 50 citations based on the available data.

See our FAQ for additional information.


Publications referenced by this paper.
Showing 1-10 of 26 references

Facial expression recognition with frr-cnn

S. Xie, H. Hu
Electronics Letters, vol. 53, no. 4, pp. 235–237, 2017. • 2017
View 2 Excerpts

Going deeper in facial expression recognition using deep neural networks

2016 IEEE Winter Conference on Applications of Computer Vision (WACV) • 2016

Joint Fine-Tuning in Deep Neural Networks for Facial Expression Recognition

2015 IEEE International Conference on Computer Vision (ICCV) • 2015
View 3 Excerpts

Similar Papers

Loading similar papers…