Facial expression recognition via deep learning

A Fathallah, L Abdi, A Douik - 2017 IEEE/ACS 14th …, 2017 - ieeexplore.ieee.org
Automated Facial Expression Recognition has remained a challenging and interesting
problem in computer vision. The recognition of facial expressions is difficult problem for …

An integrated framework for emotion recognition using speech and static images with deep classifier fusion approach

K Jayanthi, S Mohan - International Journal of Information Technology, 2022 - Springer
Research on emotion recognition is witnessing an increasing trend in recent years due to
escalation in stress level of humans. Human emotions in most cases are identified through …

Saliency-based framework for facial expression recognition

RA Khan, A Meyer, H Konik, S Bouakaz - Frontiers of Computer Science, 2019 - Springer
This article proposes a novel framework for the recognition of six universal facial
expressions. The framework is based on three sets of features extracted from a face image …

A novel spontaneous facial expression recognition using dynamically weighted majority voting based ensemble classifier

M Sultan Zia, M Hussain, M Arfan Jaffar - Multimedia Tools and …, 2018 - Springer
Abstract Facial Expression Recognition (FER) is inherently data driven. Spontaneous
expressions are substantially different from posed expressions. Spontaneous facial …

Facial expression recognition based on Gabor wavelet transform and 2-channel CNN

S Qin, Z Zhu, Y Zou, X Wang - International Journal of Wavelets …, 2020 - World Scientific
Facial expression recognition is one of the hotspots in the fields of computer vision and deep
learning. It has very important applications in the domains of learning service …

[PDF][PDF] A Novel Automatic Facial Expression Recognition Method Based on AAM.

L Wang, R Li, K Wang - J. Comput., 2014 - jcomputers.us
This paper proposes a novel method to recognize facial expression through Active
Appearance Model (AAM) to extract facial regions based on Facial Action Coding System …

[PDF][PDF] Facial expression recognition using hybrid texture features based ensemble classifier

MA Jaffar - … journal of advanced computer science and …, 2017 - pdfs.semanticscholar.org
Communication is fundamental to humans. In the literature, it has been shown through many
scientific research studies that human communication ranges from 54 to 94 percent is non …

Driver eye state classification based on cooccurrence matrix of oriented gradients

B Zhang, W Wang, B Cheng - Advances in Mechanical …, 2015 - journals.sagepub.com
Accurate detection of driver's eye state by computer vision is critical to driver drowsiness
monitoring. The histogram of oriented gradients (HOG) is commonly used as descriptive …

Facial emotion recognition method based on Pyramid Histogram of Oriented Gradient over three direction of head

S Shokrani, P Moallem, M Habibi - 2014 4th International …, 2014 - ieeexplore.ieee.org
Today Human Computer Interaction (HCI) is one of the most important topics in machine
vision and image processing fields. Through features can get beneficial information about …

[PDF][PDF] Linear fusion approach to convolutional neural networks for facial emotion recognition

U Dudekula, N Purnachand - Indones. J. Electr. Eng. Comput. Sci, 2022 - academia.edu
Emotional expressions are the most important as it encodes non-verbal ways of expressing
interior emotions and intentions. The facial action coding system (FACS) is a suitable …