[HTML][HTML] Facial emotion recognition in verbal communication based on deep learning

MF Alsharekh - Sensors, 2022 - mdpi.com
Facial emotion recognition from facial images is considered a challenging task due to the
unpredictable nature of human facial expressions. The current literature on emotion …

Enhancing facial expression recognition system in online learning context using efficient deep learning model

M Aly, A Ghallab, IS Fathi - IEEE Access, 2023 - ieeexplore.ieee.org
This paper presents an online educational platform that leverages facial expression
recognition technology to monitor students' progress within the classroom. Periodically, a …

Revolutionizing online education: Advanced facial expression recognition for real-time student progress tracking via deep learning model

M Aly - Multimedia Tools and Applications, 2024 - Springer
This paper presents a groundbreaking online educational platform that utilizes facial
expression recognition technology to track the progress of students within the classroom …

A framework for facial expression recognition using deep self-attention network

S Indolia, S Nigam, R Singh - Journal of Ambient Intelligence and …, 2023 - Springer
Facial expression recognition (FER) is a widely used technique for emotion recognition. In
recent years, numerous deep convolutional neural network (CNN) models have been …

TumorAwareNet: Deep representation learning with attention based sparse convolutional denoising autoencoder for brain tumor recognition

JD Bodapati, BB Balaji - Multimedia Tools and Applications, 2024 - Springer
Learning discriminate representations from images plays crucial role in medical image
analysis. The attention mechanism, on the other hand, leads to breakthrough results in the …

[HTML][HTML] Emotion recognition in individuals with down syndrome: A convolutional neural network-based algorithm proposal

N Paredes, E Caicedo-Bravo, B Bacca - Symmetry, 2023 - mdpi.com
This research introduces an algorithm that automatically detects five primary emotions in
individuals with Down syndrome: happiness, anger, sadness, surprise, and neutrality. The …

[HTML][HTML] Manta ray foraging optimization with transfer learning driven facial emotion recognition

A Mustafa Hilal, DH Elkamchouchi, SS Alotaibi… - Sustainability, 2022 - mdpi.com
Recently, facial expression-based emotion recognition techniques obtained excellent
outcomes in several real-time applications such as healthcare, surveillance, etc. Machine …

Emotion-Aware Music Recommendations: A Transfer Learning Approach Using Facial Expressions

ST Annam, JD Bodapati, RS Konda - International Conference on Data & …, 2023 - Springer
The influence of music on mood and emotions has been widely studied, highlighting its
potential for self-expression and personal delight. As technology continues to advance …

Hybrid Grey Wolf Optimizer with Ant Lion Optimization Algorithm based Deep Learning for Face Expression Recognition

P Vishwanath, LH Alzubaidi… - … on Integrated Circuits …, 2024 - ieeexplore.ieee.org
Facial expressions are an important part of recognizing human emotional messages, hence
it has been a focus of pattern recognition research. However, developments in convolutional …

A Smart Elevator Design Using Intelligent Video Surveillance System

R Maruthamuthu, D Dhabliya… - 2023 3rd …, 2023 - ieeexplore.ieee.org
It takes a lot of time and work to manually monitor and react to unexpected occurrences that
arise in a lift cab. We develop and proclaim a smart video surveillance system in this study …