Exploring Facial Expression Recognition through Semi-Supervised Pretraining and Temporal Modeling

arXiv:2403.11942v1 Announce Type: new
Abstract: Facial Expression Recognition (FER) plays a crucial role in computer vision and finds extensive applications across various fields. This paper aims to present our approach for the upcoming 6th Affective Behavior Analysis in-the-Wild (ABAW) competition, scheduled to be held at CVPR2024.. In the facial expression recognition task, The limited size of the FER dataset poses a challenge to the expression recognition model's generalization ability, resulting in subpar recognition performance. To address this problem, we employ …

abstract analysis applications arxiv behavior behavior analysis competition computer computer vision cs.ai cs.cv fields modeling paper pretraining recognition role semi-supervised temporal through type vision