Abaw: Valence-arousal estimation, expression recognition, action unit detection & emotional reaction intensity estimation challenges

D Kollias, P Tzirakis, A Baird… - Proceedings of the …, 2023 - openaccess.thecvf.com
Abstract The fifth Affective Behavior Analysis in-the-wild (ABAW) Competition is part of the
respective ABAW Workshop which will be held in conjunction with IEEE Computer Vision …

The 6th affective behavior analysis in-the-wild (abaw) competition

D Kollias, P Tzirakis, A Cowen… - Proceedings of the …, 2024 - openaccess.thecvf.com
This paper describes the 6th Affective Behavior Analysis in-the-wild (ABAW) Competition
which is part of the respective Workshop held in conjunction with IEEE CVPR 2024. The 6th …

Abaw: Valence-arousal estimation, expression recognition, action unit detection & multi-task learning challenges

D Kollias - Proceedings of the IEEE/CVF Conference on …, 2022 - openaccess.thecvf.com
This paper describes the third Affective Behavior Analysis in-the-wild (ABAW) Competition,
held in conjunction with IEEE International Conference on Computer Vision and Pattern …

Abaw: Learning from synthetic data & multi-task learning challenges

D Kollias - European Conference on Computer Vision, 2022 - Springer
This paper describes the fourth Affective Behavior Analysis in-the-wild (ABAW) Competition,
held in conjunction with European Conference on Computer Vision (ECCV), 2022. The 4th …

MMATrans: Muscle movement aware representation learning for facial expression recognition via transformers

H Liu, Q Zhou, C Zhang, J Zhu, T Liu… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
How to automatically recognize facial expression has caused concerns in industrial human–
robot interaction. However, facial expression recognition (FER) is susceptible to problems …

7th abaw competition: Multi-task learning and compound expression recognition

D Kollias, S Zafeiriou, I Kotsia, A Dhall, S Ghosh… - arxiv preprint arxiv …, 2024 - arxiv.org
This paper describes the 7th Affective Behavior Analysis in-the-wild (ABAW) Competition,
which is part of the respective Workshop held in conjunction with ECCV 2024. The 7th …

Crs-cont: a well-trained general encoder for facial expression analysis

H Li, N Wang, X Yang, X Gao - IEEE Transactions on Image …, 2022 - ieeexplore.ieee.org
Existing facial expression recognition (FER) methods train encoders with different large-
scale training data for specific FER applications. In this paper, we propose a new task in this …

Facial expression recognition with adaptive frame rate based on multiple testing correction

A Savchenko - International Conference on Machine …, 2023 - proceedings.mlr.press
In this paper, we consider the problem of the high computational complexity of video-based
facial expression recognition. A novel sequential procedure is proposed with an adaptive …

Exploring large-scale unlabeled faces to enhance facial expression recognition

J Yu, Z Cai, R Li, G Zhao, G **e, J Zhu… - Proceedings of the …, 2023 - openaccess.thecvf.com
Abstract Facial Expression Recognition (FER) is an important task in computer vision and
has wide applications in many fields. In this paper, we introduce our approach to the fifth …

Facial Emotion Recognition in-the-Wild Using Deep Neural Networks: A Comprehensive Review

H Boughanem, H Ghazouani, W Barhoumi - SN Computer Science, 2023 - Springer
Facial expressions are a crucial aspect of human communication that provide information
about emotions, intentions, interactions, and social relationships. They are a universal signal …