Facial expression recognition: A review of trends and techniques

OS Ekundayo, S Viriri - Ieee Access, 2021 - ieeexplore.ieee.org
Facial Expression Recognition (FER) is presently the aspect of cognitive and affective
computing with the most attention and popularity, aided by its vast application areas. Several …

Brain-machine coupled learning method for facial emotion recognition

D Liu, W Dai, H Zhang, X **, J Cao… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Neural network models of machine learning have shown promising prospects for visual
tasks, such as facial emotion recognition (FER). However, the generalization of the model …

Face detection and expression recognition using Haar cascade classifier and Fisherface algorithm

I Gangopadhyay, A Chatterjee, I Das - Recent Trends in Signal and Image …, 2019 - Springer
Facial expression recognition is the process of identifying the expression that is displayed by
a person, and it has several applications in the fields of medicine, human–computer …

What happens in Face during a facial expression? Using data mining techniques to analyze facial expression motion vectors

M Roshanzamir, M Jafari, R Alizadehsani… - Information Systems …, 2024 - Springer
Automatic facial expression recognition is a big challenge in human–computer interaction.
Analyzing the changes in the face during a facial expression can be used for this purpose. In …

Accuracy enhancement scaling factor of Viola-Jones using genetic algorithms

AI Taloba, AA Sewisy… - 2018 14th International …, 2018 - ieeexplore.ieee.org
Face detection is considered an important topic in the field of computer vision. Despite the
existence of several algorithms that have been used in objects recognition, to the best of our …

Music recommender system for users based on emotion detection through facial features

A Alrihaili, A Alsaedi, K Albalawi… - 2019 12th International …, 2019 - ieeexplore.ieee.org
In recent years, facial emotion detection received massive attention because of its
applications in computer vision and human-computer interaction fields. Due to the active …

A proposed approach for biometric-based authentication using of face and facial expression recognition

DBM Yin, AA Mukhlas, RZW Chik… - 2018 IEEE 3rd …, 2018 - ieeexplore.ieee.org
Currently, many factors like environment, physiological defects of an individual, illumination
etc. often influence the reduction of recognition accuracy of a single factor biometric …

Face Detection and tracking using Image processing on Raspberry Pi

VK Bhanse, MD Jaybhaye - 2018 International Conference on …, 2018 - ieeexplore.ieee.org
Image processing is nowadays used as a piece of various applications. Confront area and
its following is one of the basic frameworks used as a piece of the uses of image processing …

Facial Emotion Recognition and Classification Using the Convolutional Neural Network‐10 (CNN‐10)

EG Dada, DO Oyewola, SB Joseph… - … Intelligence and Soft …, 2023 - Wiley Online Library
The importance of facial expressions in nonverbal communication is significant because
they help better represent the inner emotions of individuals. Emotions can depict the state of …

A machine learning based music player by detecting emotions

S Deebika, KA Indira - 2019 Fifth International Conference on …, 2019 - ieeexplore.ieee.org
The paper constitutes the implementation of Convolutional neural network for the emotion
detection and thereby playing a song accordingly. Segregating the songs and playing them …