[PDF][PDF] Fast facial expression recognition system: selection of models

L Atymtayeva, M Kanatov, AMA Musleh… - Appl …, 2023 - naturalspublishing.com
Facial Expression Recognition (FER) is rapidly developing field of Computer Vision and
Pattern Recognition directions. FER can be helpful for various purposes: in security systems …

Novel deep learning model for facial expression recognition based on maximum boosted CNN and LSTM

S Rajan, P Chenniappan, S Devaraj… - IET Image …, 2020 - Wiley Online Library
Deep learning has received increasing attention in all fields and has made considerable
progress in facial expression recognition (FER). Mainly, the conventional FER methods are …

Real time facial expression recognition using deep learning

I Talegaonkar, K Joshi, S Valunj, R Kohok… - … on communication and …, 2019 - papers.ssrn.com
As we move towards a digital world, Human Computer Interaction becomes very important.
A lot of research has been done in this field over the past decade. Face expressions are a …

Facial expression recognition based on random forest and convolutional neural network

Y Wang, Y Li, Y Song, X Rong - Information, 2019 - mdpi.com
As an important part of emotion research, facial expression recognition is a necessary
requirement in human–machine interface. Generally, a face expression recognition system …

Facial expression recognition using convolutional neural network

Y Gan - Proceedings of the 2nd international conference on …, 2018 - dl.acm.org
Facial expressions are part of human language and are often used to convey emotions. With
the development of human-computer interaction technology, people pay more and more …

Facial expression classification using deep convolutional neural network

I Choi, H Ahn, J Yoo - Journal of Electrical Engineering and …, 2018 - koreascience.kr
In this paper, we propose facial expression recognition using CNN (Convolutional Neural
Network), one of the deep learning technologies. The proposed structure has general …

Using CNN for facial expression recognition: a study of the effects of kernel size and number of filters on accuracy

A Agrawal, N Mittal - The Visual Computer, 2020 - Springer
Facial expression recognition is a challenging problem in image classification. Recently, the
use of deep learning is gaining importance in image classification. This has led to increased …

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 …

Deep learning methods for facial expression recognition

CMM Refat, NZ Azlan - 2019 7th International Conference on …, 2019 - ieeexplore.ieee.org
Deep learning is very popular methods for facial expression recognition (FER) and
classification. Different types of deep learning algorithms have been used for FER such as …

An efficient CNN approach for facial expression recognition with some measures of overfitting

MK Rusia, DK Singh - International journal of information technology, 2021 - Springer
A person's emotion can be represented through facial expressions in non-vocal
communication. Nowadays, automatic facial expression recognition systems have attracted …