Learning person-specific cognition from facial reactions for automatic personality recognition

S Song, Z Shao, S Jaiswal, L Shen… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
This article proposes to recognise the true (self-reported) personality traits from the target
subject's cognition simulated from facial reactions. This approach builds on the following two …

Spatial-temporal graph-based AU relationship learning for facial action unit detection

Z Wang, S Song, C Luo, Y Zhou… - Proceedings of the …, 2023 - openaccess.thecvf.com
This paper presents our Facial Action Units (AUs) detection submission to the fifth Affective
Behavior Analysis in-the-wild Competition (ABAW). Our approach consists of three main …

Spatio-temporal au relational graph representation learning for facial action units detection

Z Wang, S Song, C Luo, Y Zhou, S Wu, W **e… - arxiv preprint arxiv …, 2023 - arxiv.org
This paper presents our Facial Action Units (AUs) detection submission to the fifth Affective
Behavior Analysis in-the-wild Competition (ABAW). Our approach consists of three main …

Two-stage temporal modelling framework for video-based depression recognition using graph representation

J Xu, H Gunes, K Kusumam, M Valstar… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Video-based automatic depression analysis provides a fast, objective and repeatable self-
assessment solution, which has been widely developed in recent years. While depression …

FacialPulse: An Efficient RNN-based Depression Detection via Temporal Facial Landmarks

R Wang, J Huang, J Zhang, X Liu, X Zhang… - Proceedings of the …, 2024 - dl.acm.org
Depression is a prevalent mental health disorder that significantly impacts individuals' lives
and well-being. Early detection and intervention are crucial for effective treatment and …

Learning graph representation of person-specific cognitive processes from audio-visual behaviours for automatic personality recognition

S Song, Z Shao, S Jaiswal, L Shen, M Valstar… - arxiv preprint arxiv …, 2021 - arxiv.org
This approach builds on two following findings in cognitive science:(i) human cognition
partially determines expressed behaviour and is directly linked to true personality traits; and …

Multistep short‐term wind speed prediction with rank pooling and fast Fourier transformation

H Shu, W Song, Z Song, H Guo, C Li, Y Wang - Wind Energy, 2024 - Wiley Online Library
Short‐term wind speed prediction is essential for economical wind power utilization. The
real‐world wind speed data are typically intermittent and fluctuating, presenting great …

[PDF][PDF] Negative emotions sensitive humanoid robot with attention-enhanced facial expression recognition network

R Ni, X Liu, Y Chen, X Zhou, H Cai… - Intelligent Automation & …, 2022 - fsktm.um.edu.my
Lonely older adults and persons restricted in movements are apt to cause negative
emotions, which is harmful to their mental health. A humanoid robot with audiovisual …

Facial expression manipulation for personalized facial action estimation

K Niinuma, I Onal Ertugrul, JF Cohn… - Frontiers in Signal …, 2022 - frontiersin.org
Limited sizes of annotated video databases of spontaneous facial expression, imbalanced
action unit labels, and domain shift are three main obstacles in training models to detect …

Facial Expression Analysis and Its Potentials in IoT Systems: A Contemporary Survey

Z Shanggua, Y Dong, S Guo, V Leung… - arxiv preprint arxiv …, 2024 - arxiv.org
Facial expressions convey human emotions and can be categorized into macro-expressions
(MaEs) and micro-expressions (MiEs) based on duration and intensity. While MaEs are …