[HTML][HTML] Detection of human emotions through facial expressions using hybrid convolutional neural network-recurrent neural network algorithm

HV Manalu, AP Rifai - Intelligent Systems with Applications, 2024 - Elsevier
Cognitive science plays a pivotal role in deciphering human behavior by understanding and
interpreting emotions prevalent in everyday life. These emotions manifest through various …

Facial Emotion Based Music Recommendation System using computer vision and machine learning techiniques

SK Shalini, R Jaichandran… - Turkish journal of …, 2021 - search.proquest.com
The face is an important aspect in predicting human emotions and mood. Usually the human
emotions are extracted with the use of camera. There are many applications getting …

Human Facial Emotion Recognition using Deep Learning Techniques

M Rane, S Shahare, S Daware… - … on Advances in …, 2023 - ieeexplore.ieee.org
Human beings are social animals; which means that social interactions form a key part of
our life. In social interactions, emotions play an important part as well. Our facial expressions …

Emotion recognition based on facial expressions using convolutional neural network (CNN)

S Begaj, AO Topal, M Ali - 2020 International conference on …, 2020 - ieeexplore.ieee.org
Over the last few years, there has been an increasing number of studies about facial
emotion recognition because of the importance and the impact that it has in the interaction of …

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 …

[PDF][PDF] Human facial emotion recognition using deep neural networks.

S Benisha, TT Mirnalinee - Int. Arab J. Inf. Technol., 2023 - iajit.org
Humans experience a plethora of different, confusing and nearly indiscernible emotions.
Interpreting and understanding these emotions is a rewarding challenge as they play an …

Design and evaluation of a deep learning algorithm for emotion recognition

RR Subramanian, CS Niharika, DU Rani… - … and Control Systems …, 2021 - ieeexplore.ieee.org
Facial emotion recognition is one of the most interesting research areas where many
researchers are actively participating over the past few decades. This paper attempts to …

Group facial emotion analysis system using convolutional neural network

P Kaviya, T Arumugaprakash - 2020 4th International …, 2020 - ieeexplore.ieee.org
Facial emotion analysis is one of the most important tasks in affective computing, human-
computer interaction, computer vision, video game testing and market research. Facial …

Music recommendation based on face emotion recognition

M Athavle, D Mudale, U Shrivastav… - Journal of Informatics …, 2021 - jieee.a2zjournals.com
We propose a new approach for playing music automatically using facial emotion. Most of
the existing approaches involve playing music manually, using wearable computing …

Facial expression recognition using convolutional neural network with data augmentation

TU Ahmed, S Hossain, MS Hossain… - 2019 Joint 8th …, 2019 - ieeexplore.ieee.org
Detecting emotion from facial expression has become an urgent need because of its
immense applications in artificial intelligence such as human-computer collaboration, data …