Masked face emotion recognition based on facial landmarks and deep learning approaches for visually impaired people

M Mukhiddinov, O Djuraev, F Akhmedov… - Sensors, 2023 - mdpi.com
Current artificial intelligence systems for determining a person's emotions rely heavily on lip
and mouth movement and other facial features such as eyebrows, eyes, and the forehead …

Development of real-time landmark-based emotion recognition CNN for masked faces

A Farkhod, AB Abdusalomov, M Mukhiddinov, YI Cho - Sensors, 2022 - mdpi.com
Owing to the availability of a wide range of emotion recognition applications in our lives,
such as for mental status calculation, the demand for high-performance emotion recognition …

Human emotion recognition based on facial expressions via deep learning on high-resolution images

Y Said, M Barr - Multimedia Tools and Applications, 2021 - Springer
Detecting human emotion based on facial expression is considered a hard task for the
computer vision community because of many challenges such as the difference of face …

A study on computer vision for facial emotion recognition

ZY Huang, CC Chiang, JH Chen, YC Chen… - Scientific Reports, 2023 - nature.com
Artificial intelligence has been successfully applied in various fields, one of which is
computer vision. In this study, a deep neural network (DNN) was adopted for Facial emotion …

Facial emotion recognition using light field images with deep attention-based bidirectional LSTM

A Sepas-Moghaddam, A Etemad… - ICASSP 2020-2020 …, 2020 - ieeexplore.ieee.org
Light field cameras are able to capture the intensity of light rays coming from multiple
directions, thus representing the visual scene from multiple viewpoints. This paper exploits …

Real time facial expression recognition using webcam and SDK affectiva

M Magdin, F Prikler - 2018 - reunir.unir.net
Facial expression is an essential part of communication. For this reason, the issue of human
emotions evaluation using a computer is a very interesting topic, which has gained more …

Facial landmark-based emotion recognition via directed graph neural network

QT Ngoc, S Lee, BC Song - Electronics, 2020 - mdpi.com
Facial emotion recognition (FER) has been an active research topic in the past several
years. One of difficulties in FER is the effective capture of geometrical and temporary …

Facial emotion recognition using hybrid features

A Alreshidi, M Ullah - Informatics, 2020 - mdpi.com
Facial emotion recognition is a crucial task for human-computer interaction, autonomous
vehicles, and a multitude of multimedia applications. In this paper, we propose a modular …

Fusing aligned and non-aligned face information for automatic affect recognition in the wild: a deep learning approach

BK Kim, SY Dong, J Roh, G Kim… - Proceedings of the IEEE …, 2016 - cv-foundation.org
Face alignment can fail in real-world conditions, negatively impacting the performance of
automatic facial expression recognition (FER) systems. In this study, we assume a realistic …

An efficient deep learning technique for facial emotion recognition

A Khattak, MZ Asghar, M Ali, U Batool - Multimedia Tools and Applications, 2022 - Springer
Emotion recognition from facial images is considered as a challenging task due to the
varying nature of facial expressions. The prior studies on emotion classification from facial …