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 …

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 Emotion Recognition and Detection Using Convolutional Neural Networks

R Dalal, M Khari, P Pandey, S Jatana… - 2023 3rd International …, 2023 - ieeexplore.ieee.org
Facial emotion recognition is now becoming a hot topic in previous years as it helps in
human computer interaction. As human emotions can be detected, there are various studies …

Facial emotion recognition using convolutional neural networks (FERC)

N Mehendale - SN Applied Sciences, 2020 - Springer
Facial expression for emotion detection has always been an easy task for humans, but
achieving the same task with a computer algorithm is quite challenging. With the recent …

Facial Emotion Detection using Machine Learning and Deep Learning Algorithms

S Bhogan, K Sawant, N Gondalekar… - … Conference on Edge …, 2023 - ieeexplore.ieee.org
Emotion recognition plays a critical role in various domains, such as human-computer
interaction, psychology, and market research. With the growing popularity of social media …

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 …

Real-time facial emotion recognition using deep learning

S Chand, A Singh, R Bhatia, I Kaur… - Intelligent Computing and …, 2021 - Springer
Facial emotion analysis is a useful task and can be used as a basis for many real-time
applications such as safety monitoring, care of patients in the medical sector, marketing …

Enhancing Facial Emotion Recognition through Deep Learning and Image Pre-processing

E Singh, P Nand - 2023 3rd International Conference on …, 2023 - ieeexplore.ieee.org
Humans frequently communicate effectively using their faces in addition to their words. The
use of computer vision techniques to categorize face emotion has been extensively studied …

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 …

A Deep Learning Model to Recognise Facial Emotion Expressions

M Feidakis, G Maros, A Antikantzidis - Novel & Intelligent Digital Systems …, 2023 - Springer
In the current paper, we present a solution to recognise emotions from facial expressions,
based on two publicly available datasets: AffectNet and Fer2013. Our model was trained …