Convolutional neural networks models for facial expression recognition

B Ramdhani, EC Djamal, R Ilyas - … International Symposium on …, 2018 - ieeexplore.ieee.org
Emotion is a psychological representation of an event that arises spontaneously in a short
time and can be reviewed one of them from facial expressions, which facial expressions can …

Content based facial emotion recognition model using machine learning algorithm

RS Jadhav, P Ghadekar - 2018 International Conference on …, 2018 - ieeexplore.ieee.org
Emotion recognition or sentiment analysis is identified as an important research topic in
computer vision community. The challenges include identification of face, recognition of …

Performance dependency of facial emotion recognition system on dropout and learning rate

H Chetan - 2020 3rd International Conference on Intelligent …, 2020 - ieeexplore.ieee.org
This paper proposes facial expression recognition system developed through machine
learning which is capable of recognizing the emotions in real time. The work is divided …

Real-Time Facial Emotion Classification using Deep Convolution Neural Network

M Agarwal, M Mittal, M Gautam… - 2022 2nd International …, 2022 - ieeexplore.ieee.org
In the age of digitalization, machine learning researchers are fascinated by the identification
of human emotions via their facial expressions or body movements. The emotions which one …

Optimizing deep convolutional neural network for facial expression recognitions

U Chavan, D Kulkarni - … , Analytics and Innovation: Proceedings of ICDMAI …, 2019 - Springer
Facial expression recognition (FER) systems have attracted much research interest in the
area of Machine Learning. We designed a large, deep convolutional neural network to …

Emotion recognition through facial gestures-a deep learning approach

S Mishra, GRB Prasada, RK Kumar… - Mining Intelligence and …, 2017 - Springer
As defined by some theorists, human emotions are discrete and consistent responses to
internal or external events which have significance for an organism. They constitute a major …

Facial Emotion Recognition and Detection Using Convolutional Neural Networks with Low Computation Cost

M Mehrotra, KP Singh, YB Singh - 2024 2nd International …, 2024 - ieeexplore.ieee.org
People have always had the natural capacity to read emotions from facial expressions. On
the other hand, creating a machine that can recognise emotions is a very difficult task …

[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 …

[PDF][PDF] Facial expression recognition using convolutional neural network

A Santra, V Rai, D Das, S Kundu - Int J Res Appl Sci Eng Technol …, 2022 - academia.edu
Human & computer interaction has been an important field of study for ages. Humans share
universal and fundamental set of emotions which are exhibited through consistent facial …

Emotion recognition using deep convolutional neural networks

S Tamhane, A Shrirao, M Shah… - Proceedings of the …, 2022 - papers.ssrn.com
The human facial expression is an important aspect of an individual's body and it plays a
vital role in identifying an individual's mood. Every human showcases peculiar …