Time efficient real time facial expression recognition with CNN and transfer learning

T Podder, D Bhattacharya, A Majumdar - Sādhanā, 2022 - Springer
This study aims to design a real-time application to detect several human beings' universal
emotional levels simultaneously. The intra-class and inter-class variations present in images …

Emotion classification using feature extraction of facial expression

A Swathi, S Kumar, S Rani, A Jain… - 2022 2nd International …, 2022 - ieeexplore.ieee.org
Automatic Emotion recognition based on human facial expression is an intriguing research
topic that has been presented and used in a diverse range of fields, which include personal …

[PDF][PDF] Enhancing feature extraction technique through spatial deep learning model for facial emotion detection

N Khan, AV Singh, R Agrawal - Annals of Emerging Technologies …, 2023 - aetic.theiaer.org
Automatic facial expression analysis is a fascinating and difficult subject that has
implications in a wide range of fields, including human‒computer interaction and data …

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 …

Real-Time Emotion Recognition Using Deep Learning Methods: Systematic Review

M ALISAWI, N YALÇIN - Intelligent Methods in Engineering Sciences, 2023 - imiens.org
The seven basic facial expressions are the most important indicator of a person's
psychological state, regardless of gender, age, culture, or nationality. These expressions are …

Emotion detection using facial expression involving occlusions and tilt

AS Qazi, MS Farooq, F Rustam, MG Villar… - Applied Sciences, 2022 - mdpi.com
Facial emotion recognition (FER) is an important and developing topic of research in the
field of pattern recognition. The effective application of facial emotion analysis is gaining …

Facial Emotion Detection Using Haar Cascade and CNN Algorithm

NT Singh, S Rana, S Kumari - 2023 International Conference …, 2023 - ieeexplore.ieee.org
Due to its wide applications in psychology, healthcare, and safety, facial emotion recognition
is a crucial machine vision issue that has to be studied. Emotion detection from facial …

Facial Expression Image based Emotion Detection using Convolutional Neural Network

FN Azizi, A Kurniawardhani… - 2022 IEEE 20th Student …, 2022 - ieeexplore.ieee.org
Person's emotions can be observed from their facial expressions. When a person feels
certain emotions, his/her facial expression will usually change, such as wrinkles on the …

The Implementation of Transfer Learning by Convolution Neural Network (CNN) for Recognizing Facial Emotions

AP Munanday, N Sazali, A Asogan… - … in Applied Sciences …, 2023 - semarakilmu.com.my
The primary objective of this study is to develop a real-time system that can predict the
emotional states of an individual who commonly undergoes various experiences. The …

[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 …