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 …

DeepEmoNet: An Efficient Deep Emotional Neural Network for Facial Expression Recognition

D Likhitha, VPK Sistla - 2024 3rd International Conference on …, 2024 - ieeexplore.ieee.org
Recognizing human emotions is essential for successful interaction. This research focuses
on applying deep learning techniques to identify emotions through facial expressions. Facial …

Attentional Deep Learning novel approach for Facial Expression Recognition

N Khan, AV Singh, R Agrawal - 2023 6th International …, 2023 - ieeexplore.ieee.org
The use of intelligent human-computer interaction, which recognises human emotion based
on facial expressions, is significant and has a big impact on people's daily lives and work …

Facial expression recognition using deep neural network

L Mozaffari, MM Brekke, B Gajaruban… - … on applied artificial …, 2023 - ieeexplore.ieee.org
Facial Expression Recognition (FER) system analyzes a person's emotions using facial
expressions. Nonverbal communication cues, such as facial expressions and gestures, can …

FExR. A-DCNN: Facial Emotion Recognition with Attention mechanism using Deep Convolution Neural Network

P Verma, V Aggrawal, J Maggu - Proceedings of the 2022 Fourteenth …, 2022 - dl.acm.org
Human Facial Emotions play an important role in non-verbal communication between
people. Automated Facial Recognition can have various impacts on our technology, helping …

Facial emotions recognition using convolutional neural net

F Ghaffar - arXiv preprint arXiv:2001.01456, 2020 - arxiv.org
Facial expressions vary from person to person, and the brightness, contrast, and resolution
of every random image are different. This is why recognizing facial expressions is very …

Real-time emotion recognition from facial expressions using convolutional neural network with Fer2013 dataset

VS Amal, S Suresh, G Deepa - Ubiquitous Intelligent Systems …, 2022 - Springer
Over the most recent couple of years, facial detection and emotion recognition research has
been widely considered. In many human–computer interactions, face-communication …

Analysis of Facial Emotion Recognition and Classification using Convolution Neural Network

R Ranjan, Y Narayan - 2024 IEEE International Conference …, 2024 - ieeexplore.ieee.org
Facial emotion recognition (FER) is a method for detecting emotions via facial expressions.
By means of this technique, computers or robots can understand human feelings. FER is a …

An efficient deep learning technique for facial emotion recognition

A Khattak, MZ Asghar, M Ali, U Batool - Multimedia Tools and Applications, 2022 - Springer
Emotion recognition from facial images is considered as a challenging task due to the
varying nature of facial expressions. The prior studies on emotion classification from facial …

[PDF][PDF] Facial expression recognition using adapted residual based deep neural network

I Bah, Y Xue - Intelligence & Robotics, 2022 - academia.edu
Emotion on our face can determine our feelings, mental state and can directly impact our
decisions. Humans are subjected to undergo an emotional change in relation to their living …