Automatic analysis of facial actions: A survey

B Martinez, MF Valstar, B Jiang… - IEEE transactions on …, 2017 - ieeexplore.ieee.org
As one of the most comprehensive and objective ways to describe facial expressions, the
Facial Action Coding System (FACS) has recently received significant attention. Over the …

A comprehensive survey on automatic facial action unit analysis

R Zhi, M Liu, D Zhang - The Visual Computer, 2020 - Springer
Abstract Facial Action Coding System is the most influential sign judgment method for facial
behavior, and it is a comprehensive and anatomical system which could encode various …

Dive into ambiguity: Latent distribution mining and pairwise uncertainty estimation for facial expression recognition

J She, Y Hu, H Shi, J Wang… - Proceedings of the …, 2021 - openaccess.thecvf.com
Due to the subjective annotation and the inherent inter-class similarity of facial expressions,
one of key challenges in Facial Expression Recognition (FER) is the annotation ambiguity …

Facial expression recognition by de-expression residue learning

H Yang, U Ciftci, L Yin - … of the IEEE conference on computer …, 2018 - openaccess.thecvf.com
A facial expression is a combination of an expressive component and a neutral component
of a person. In this paper, we propose to recognize facial expressions by extracting …

Facial expression recognition with grid-wise attention and visual transformer

Q Huang, C Huang, X Wang, F Jiang - Information Sciences, 2021 - Elsevier
Abstract Facial Expression Recognition (FER) has achieved remarkable progress as a result
of using Convolutional Neural N etworks (CNN). Relying on the spatial locality …

Label distribution learning on auxiliary label space graphs for facial expression recognition

S Chen, J Wang, Y Chen, Z Shi… - Proceedings of the …, 2020 - openaccess.thecvf.com
Many existing studies reveal that annotation inconsistency widely exists among a variety of
facial expression recognition (FER) datasets. The reason might be the subjectivity of human …

Fera 2015-second facial expression recognition and analysis challenge

MF Valstar, T Almaev, JM Girard… - 2015 11th IEEE …, 2015 - ieeexplore.ieee.org
Despite efforts towards evaluation standards in facial expression analysis (eg FERA 2011),
there is a need for up-to-date standardised evaluation procedures, focusing in particular on …

Facial action unit recognition by exploiting their dynamic and semantic relationships

Y Tong, W Liao, Q Ji - IEEE transactions on pattern analysis …, 2007 - ieeexplore.ieee.org
A system that could automatically analyze the facial actions in real time has applications in a
wide range of different fields. However, developing such a system is always challenging due …

Fera 2017-addressing head pose in the third facial expression recognition and analysis challenge

MF Valstar, E Sánchez-Lozano, JF Cohn… - 2017 12th IEEE …, 2017 - ieeexplore.ieee.org
The field of Automatic Facial Expression Analysis has grown rapidly in recent years.
However, despite progress in new approaches as well as benchmarking efforts, most …

Facial motion prior networks for facial expression recognition

Y Chen, J Wang, S Chen, Z Shi… - 2019 IEEE Visual …, 2019 - ieeexplore.ieee.org
Deep learning based facial expression recognition (FER) has received a lot of attention in
the past few years. Most of the existing deep learning based FER methods do not consider …