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 …

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 …

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 …

Spatial-temporal graphs plus transformers for geometry-guided facial expression recognition

R Zhao, T Liu, Z Huang, DPK Lun… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Facial expression recognition (FER) is of great interest to the current studies of human-
computer interaction. In this paper, we propose a novel geometry-guided facial expression …

Facial expression recognition using hybrid features of pixel and geometry

C Liu, K Hirota, J Ma, Z Jia, Y Dai - Ieee Access, 2021 - ieeexplore.ieee.org
Facial Expression Recognition (FER) has long been a challenging task in the field of
computer vision. Most of the existing FER methods extract facial features on the basis of face …

A novel facial emotion recognition model using segmentation VGG-19 architecture

S Vignesh, M Savithadevi, M Sridevi… - International Journal of …, 2023 - Springer
Abstract Facial Emotion Recognition (FER) has gained popularity in recent years due to its
many applications, including biometrics, detection of mental illness, understanding of human …

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 …

Facial emotion recognition: State of the art performance on FER2013

Y Khaireddin, Z Chen - arXiv preprint arXiv:2105.03588, 2021 - arxiv.org
Facial emotion recognition (FER) is significant for human-computer interaction such as
clinical practice and behavioral description. Accurate and robust FER by computer models …

I know how you feel: Emotion recognition with facial landmarks

I Tautkute, T Trzcinski, A Bielski - Proceedings of the IEEE …, 2018 - openaccess.thecvf.com
Classification of human emotions remains an important and challenging task for many
computer vision algorithms, especially in the era of humanoid robots which coexist with …

Role of zoning in facial expression using deep learning

T Shahzad, K Iqbal, MA Khan, N Iqbal - IEEE Access, 2023 - ieeexplore.ieee.org
Facial expression is an unspoken message essential to collaboration and effective
discourse. An inner emotional state of a human is expressed using facial expressions and is …