Automated Facial Expression Recognition Using Deep Learning Techniques: An Overview

Authors : Meriem SARİ, Abdelouahab MOUSSAOUI, Abdenour HADİD

Pages : 39-53

View : 14 | Download : 10

Publication Date : 2020-06-01

Article Type : Research Paper

Abstract :Facial expression recognition insert ignore into journalissuearticles values(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 insert ignore into journalissuearticles values(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