- International Journal of Informatics and Applied Mathematics
- Vol: 3 Issue: 1
- Automated Facial Expression Recognition Using Deep Learning Techniques: An Overview
Automated Facial Expression Recognition Using Deep Learning Techniques: An Overview
Authors : Meriem SARİ, Abdelouahab MOUSSAOUI, Abdenour HADİD
Pages : 39-53
View : 9 | Download : 2
Publication Date : 2020-06-01
Article Type : Research
Abstract :Facial expression recognition (FER) plays a key role in conveying human emotions and feelings. Automated FER systems enable different machines to recognize emotions without the help of humans; this is considered as a very challenging problem in machine learning. Over the years there has been a considerable progress in this field. In this paper we present a state of the art overview on the different concepts of a FER system and the different used methods; plus we studied the efficiency of using deep learning architectures specifically convolutional neural networks architectures (CNN) as a new solution for FER problems by investigating the most recent and cited works.Keywords : Facial Expression Recognition, Emotion Recognition, Machine Learning, Deep Learning, Convolutional Neural Network