Virtual facial expression recognition using deep CNN with ensemble learning

VRR Chirra, SR Uyyala, VKK Kolli - Journal of Ambient Intelligence and …, 2021 - Springer
In the current era, virtual environments and virtual characters have become popular. In the
near future, recognition of virtual facial expressions plays an important role in virtual …

Fuzzy emotion: a natural approach to automatic facial expression recognition from psychological perspective using fuzzy system

DY Liliana, T Basaruddin, MR Widyanto, IID Oriza - Cognitive processing, 2019 - Springer
Many studies in automatic facial expression recognitions merely limit their focus on
recognizing basic emotions, ignoring the fact that humans show various emotions in their …

Attention mechanism-based CNN for facial expression recognition

J Li, K Jin, D Zhou, N Kubota, Z Ju - Neurocomputing, 2020 - Elsevier
Facial expression recognition is a hot research topic and can be applied in many computer
vision fields, such as human–computer interaction, affective computing and so on. In this …

Survey of the facial expression recognition research

T Wu, S Fu, G Yang - Advances in Brain Inspired Cognitive Systems: 5th …, 2012 - Springer
Facial expression recognition is one of the hot spots in recent years, it applies in the
emotional analysis, pattern recognition and interpersonal interaction. This paper introduces …

Automatic human emotion recognition system using facial expressions with convolution neural network

RK Madupu, C KOTHAPALLI, V YARRA… - 2020 4th …, 2020 - ieeexplore.ieee.org
Emotion recognition using facial expression is very much necessary these days. Different
kinds of emotions reflect a different definitions. Facial emotion recognition plays a major role …

Robust facial expression recognition using an evolutionary algorithm with a deep learning model

M Arul Vinayakam Rajasimman, RK Manoharan… - Applied Sciences, 2022 - mdpi.com
The most important component that can express a person's mental condition is facial
expressions. A human can communicate around 55% of information non-verbally and the …

Facial emotion recognition system based on PCA and gradient features

M Arora, M Kumar, NK Garg - National Academy science letters, 2018 - Springer
An efficient framework is proposed to deal with the facial emotions recognition problem.
Since facial expressions result from facial muscle deformations, gradient features are …

Emotion recognition using different sensors, emotion models, methods and datasets: A comprehensive review

Y Cai, X Li, J Li - Sensors, 2023 - mdpi.com
In recent years, the rapid development of sensors and information technology has made it
possible for machines to recognize and analyze human emotions. Emotion recognition is an …

Efficient-SwishNet based system for facial emotion recognition

T Dar, A Javed, S Bourouis, HS Hussein… - IEEE Access, 2022 - ieeexplore.ieee.org
Facial emotion recognition (FER) is an important research area in artificial intelligence (AI)
and has many applications ie, face authentication systems, e-learning, entertainment …

An integrated approach to emotion recognition and gender classification

KP Rao, MVPCS Rao, NH Chowdary - Journal of Visual Communication …, 2019 - Elsevier
The human-computer communication adds to worldwide access to training, information
upgrade and the conveyance of value learning and instructions. Furthermore, the changing …