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 …

Real-time emotion recognition system based on the facial expressions using random forest algorithm

VB Vinusha, V Indhuja… - … on I-SMAC (IoT in Social …, 2022 - ieeexplore.ieee.org
Facial expressions are one of the fundamental ways that people convey their feelings.
Perhaps the most remarkable, consistent people can quickly express their feelings and …

Implementation of Face Emotion Detection In Classroom Using Convolutional Neural Network

N Sahid, K Kusrini, AD Hartanto - 2022 6th International …, 2022 - ieeexplore.ieee.org
Emotion detection is one of the most complex and challenging computer visuals due to
significant variations caused by changes in facial appearance, lighting, and facial …

Emotion and Advertising Effectiveness: A Novel Facial Expression Analysis Approach Using Federated Learning

M Jaswanth, NKL Narayana, S Rahul… - 2023 IEEE 20th India …, 2023 - ieeexplore.ieee.org
Facial expression recognition using computer vision systems is a valuable technology with
diverse applications. However, traditional 2D image analysis techniques face challenges …

Comparing the Effects of Various Preprocessing Techniques on the Performance of CNN for Facial Emotion Recognition

D Dalal, D Talreja, D Vaidya… - 2023 International …, 2023 - ieeexplore.ieee.org
Facial Emotion Recognition has gained importance and relevance in all areas of human
computer interaction. A large amount of research and scientific resources have been …

[PDF][PDF] A Transfer Learning Approach for Facial Emotion Recognition Using a Deep Learning Model

NN Urnisha, SI Bithi, MMS Rafee… - … Journal of Research …, 2024 - researchgate.net
The facial expression recognition (FER) system is the process of identifying the emotional
state of a person. Emotion recognition from facial expressions is a rapidly growing area of …

Real Time Classification of Facial Expressions for Effective and Intelligent Video Communication

UF Ikwuanusi - 2023 - search.proquest.com
Real-time video communication has become a bigger part of everyone's lives lately as web
conferencing, video conferencing, and video calls become increasingly common, and this …