Convolutional neural networks based method for improving facial expression recognition

TA Rashid - Intelligent Systems Technologies and Applications …, 2016 - Springer
Recognizing facial expressions via algorithms has been a problematic mission among
researchers from fields of science. Numerous methods of emotion recognition were …

An affective and Web 3.0-based learning environment for a programming language

RZ Cabada, MLB Estrada, FG Hernández… - Telematics and …, 2018 - Elsevier
We present a Web-based environment for learning Java programming that aims to provide
adapted and individualized programming instruction to students by using modern learning …

[PDF][PDF] Facial expression recognition based on facial components detection and hog features

J Chen, Z Chen, Z Chi, H Fu - International workshops on …, 2014 - researchgate.net
In this paper, an effective method is proposed to handle the facial expression recognition
problem. The system detects the face and facial components including eyes, brows and …

Artificial neural network based ensemble approach for multicultural facial expressions analysis

G Ali, A Ali, F Ali, U Draz, F Majeed, S Yasin, T Ali… - Ieee …, 2020 - ieeexplore.ieee.org
Facial expressions convey exhaustive information about human emotions and the most
interactive way of social collaborations, despite differences in ethnicity, culture, and …

Boosted NNE collections for multicultural facial expression recognition

G Ali, MA Iqbal, TS Choi - Pattern Recognition, 2016 - Elsevier
In this paper, a boosted NNE (neural network ensemble) collections based technique for
multicultural facial expression recognition is presented. The boosted NNE collections based …

[PDF][PDF] Spontaneous facial expression recognition based on histogram of oriented gradients descriptor.

MMF Donia, AAA Youssif, A Hashad - Comput. Inf. Sci., 2014 - academia.edu
Automatically detecting facial expressions has become an important research area. It plays
a significant role in security, human-computer interaction and health-care. Yet, earlier work …

Survey on facial expressions recognition: databases, features and classification schemes

MJAI Dujaili - Multimedia Tools and Applications, 2024 - Springer
The recognition of facial expression in images is one of the motional states in the observing
forms and is one of the most frequent non-verbal routes in which a person transfers his inner …

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 …

[PDF][PDF] A neural network based facial expression recognition using fisherface

Z Abidin, A Harjoko - International Journal of Computer Applications, 2012 - Citeseer
Facial expression plays significant role for human beings to communicate their emotions.
Automatic facial expression analysis is a flourishing area of research in computer science …

Hierarchical recognition scheme for human facial expression recognition systems

MH Siddiqi, S Lee, YK Lee, AM Khan, PTH Truc - Sensors, 2013 - mdpi.com
Over the last decade, human facial expressions recognition (FER) has emerged as an
important research area. Several factors make FER a challenging research problem. These …