Human emotion recognition using convolutional neural network in real time

R Pathar, A Adivarekar, A Mishra… - 2019 1st International …, 2019 - ieeexplore.ieee.org
The human emotion recognition has attracted interest of many problem solvers in the field of
artificial intelligence. The emotions on a human face say so much about our thought process …

Emotion recognition using convolutional neural network (CNN)

NAS Badrulhisham… - Journal of Physics …, 2021 - iopscience.iop.org
Emotion is an expression that human use in expressing their feelings. It can be express
through facial expression, body language and voice tone. Humans' facial expression is a …

Deep learning-based facial emotion recognition for human–computer interaction applications

MK Chowdary, TN Nguyen, DJ Hemanth - Neural Computing and …, 2023 - Springer
One of the most significant fields in the man–machine interface is emotion recognition using
facial expressions. Some of the challenges in the emotion recognition area are facial …

Music recommendation system based on emotion detection

D Parasar, I Sahi, S Jain, A Thampuran - Artificial Intelligence and …, 2022 - Springer
Music plays an indispensable role in human life. Each individual has preferred genres of
music. These preferences are highly dependent on the mood of a person, which in turn is …

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 …

Facial expression recognition using machine learning techniques

S Ullah, A Jan, GM Khan - 2021 International Conference on …, 2021 - ieeexplore.ieee.org
Emotion recognition from facial expression is an exciting field of research with applications
like safety, security, personal information and marketing. Researchers want to develop …

A Novel Lightweight Deep Convolutional Neural Network Model for Human Emotions Recognition in Diverse Environments

T Kalsum, Z Mehmood - Journal of Sensors, 2023 - Wiley Online Library
A picture is worth a thousand words to convey information during daily life communication.
Recognizing a person's emotions from facial expressions (FEs) has become a prevalent …

A deep learning technique for emotion recognition using face and voice features

S Kaur, N Kulkarni - 2021 IEEE Pune section international …, 2021 - ieeexplore.ieee.org
Automatic emotion recognition is an emerging application in the field of artificial intelligence.
Where the use of technology helps to curb various mental illnesses like anxiety, depression …

Convolutional neural network (CNN) algorithm based facial emotion recognition (FER) system for FER-2013 dataset

Ö Ezerceli, MT Eskil - 2022 International Conference on …, 2022 - ieeexplore.ieee.org
Facial expression recognition (FER) is the key to understanding human emotions and
feelings. It is an active area of research since human thoughts can be collected, processed …

Image-based facial emotion recognition using convolutional neural network on emognition dataset

ES Agung, AP Rifai, T Wijayanto - Scientific Reports, 2024 - nature.com
Detecting emotions from facial images is difficult because facial expressions can vary
significantly. Previous research on using deep learning models to classify emotions from …