The use of deep and machine learning for face expression recognition: A literature review

G Pangestu, HLHS Warnars… - 2022 International …, 2022 - ieeexplore.ieee.org
In the current era, Artificial Intelligence (AI) and Computer Vision take the main role and
participating to the people daily activities. Face Expression became as interesting topic to be …

Performance Evaluation of Deep Learning Models for Face Expression Recognition

R Ibrahim Khaleel… - … of Computing and …, 2024 - journals.uob.edu.bh
Facial expression recognition presents a significant challenge in computer vision, crucial for
various applications like human-computer interaction and emotion analysis. Despite its …

Survey on face expression recognition using CNN

AS Vyas, HB Prajapati, VK Dabhi - 2019 5th international …, 2019 - ieeexplore.ieee.org
Recognition of facial expressions plays a major role in many automated system applications
like robotics, education, artificial intelligence, and security. Recognizing facial expressions …

Face expression recognition based on improved convolutional neural network

Q Liu, J Zhang, Y Xin - Proceedings of the 2nd International Conference …, 2019 - dl.acm.org
Aiming at the problems of huge parameters and network degradation caused by simple
linear stacked convolution layers or continuous full connection layers in traditional …

Real time face expression classification using convolutional neural network algorithm

V Wati, K Kusrini, H Al Fatta - 2019 International Conference on …, 2019 - ieeexplore.ieee.org
The study of facial expression has been exist since the Aristotelian erain which it explains
the expression into a complicated nonverbal research. Expression signals are instinctive …

A deep learning model for face expression detection

SK Lalitha, J Aishwarya, N Shivakumar… - … on Recent Trends …, 2021 - ieeexplore.ieee.org
The field of facial expression detection is gaining a lot of attention in recent years. There
have been many methods developed for recognizing facial expression. In this paper we …

A face expression recognition using CNN & LBP

R Ravi, SV Yadhukrishna - 2020 fourth international …, 2020 - ieeexplore.ieee.org
Visual interaction is an effective means of communication for human beings as social
beings. Even a simple change in facial expression signifies happiness, sorrow, surprise and …

Concise CNN model for face expression recognition

HB Prajapati, AS Vyas… - Intelligent Decision …, 2021 - content.iospress.com
Abstract Face Expression Recognition (FER) has gained very much attraction to researchers
in the field of computer vision because of its major usefulness in security, robotics, and HMI …

Modified Local Ternary Pattern With Convolutional Neural Network for Face Expression Recognition

ST Zulkarnain, N Suciati - Jurnal Ilmiah Teknologi Informasi, 2021 - juti.if.its.ac.id
Facial expression recognition (FER) on images with illumination variation and noises is a
challenging problem in the computer vision field. We solve this using deep learning …

Facial Expression Recognition Using Machine Learning and Deep Learning Techniques: A Systematic Review

M Mohana, P Subashini - SN Computer Science, 2024 - Springer
In the contemporary era, Facial Expression Recognition (FER) plays a pivotal role in
numerous fields due to its vast application areas, such as e-learning, healthcare, marketing …