Graph-based facial affect analysis: A review

Y Liu, X Zhang, Y Li, J Zhou, X Li… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
As one of the most important affective signals, facial affect analysis (FAA) is essential for
develo** human-computer interaction systems. Early methods focus on extracting …

Facial expression recognition via deep action units graph network based on psychological mechanism

Y Liu, X Zhang, Y Lin, H Wang - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
Facial expression recognition (FER) is currently a very attractive research field in cognitive
psychology and artificial intelligence. In this paper, an innovative FER algorithm called deep …

SG-DSN: A semantic graph-based dual-stream network for facial expression recognition

Y Liu, X Zhang, J Zhou, L Fu - Neurocomputing, 2021 - Elsevier
Facial expression recognition (FER) is a crucial task for human emotion analysis and has
attracted wide interest in the field of computer vision and affective computing. General …

Effect of action units, viewpoint and immersion on emotion recognition using dynamic virtual faces

MA Vicente-Querol, A Fernández-Caballero… - … Journal of Neural …, 2023 - World Scientific
Facial affect recognition is a critical skill in human interactions that is often impaired in
psychiatric disorders. To address this challenge, tests have been developed to measure and …

The influence of key facial features on recognition of emotion in cartoon faces

S Zhang, X Liu, X Yang, Y Shu, N Liu, D Zhang… - Frontiers in …, 2021 - frontiersin.org
Cartoon faces are widely used in social media, animation production, and social robots
because of their attractive ability to convey different emotional information. Despite their …

Average estimates in line graphs are biased toward areas of higher variability

D Moritz, LM Padilla, F Nguyen… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
We investigate variability overweighting, a previously undocumented bias in line graphs,
where estimates of average value are biased toward areas of higher variability in that line …

Examining Limits of Small Multiples: Frame Quantity Impacts Judgments with Line Graphs

H Hosseinpour, LE Matzen, KM Divis… - … on Visualization and …, 2024 - ieeexplore.ieee.org
Small multiples are a popular visualization method, displaying different views of a dataset
using multiple frames, often with the same scale and axes. However, there is a need to …

Dynamics matter: Recognition of reward, affiliative, and dominance smiles from dynamic vs. static displays

AB Orlowska, EG Krumhuber, M Rychlowska… - Frontiers in …, 2018 - frontiersin.org
Smiles are distinct and easily recognizable facial expressions, yet they markedly differ in
their meanings. According to a recent theoretical account, smiles can be classified based on …

The eyes as the exclamation mark of the face: exploring the relationship between eye size, intensity of female facial expressions and attractiveness in a range of …

A Esté Jaloveckas, R Granero - Frontiers in psychology, 2024 - frontiersin.org
Background-objective The eyes play an important role in communicating emotions and
shape the determination of other facial attributes. Here, we explored the relationship …

Measures and metrics for automatic emotion classification via FACET

P Dente, D Küster, L Skora… - Proceedings of the …, 2017 - discovery.ucl.ac.uk
For dynamic emotions to be modelled in a natural and convincing way, systems must rely on
accurate affective analysis of facial expressions in the first place. The present work …