Multi-modal Multi-label Facial Action Unit Detection with Transformer

S. Zafeiriou, D. Kollias, M. A. Nicolaou, A. Papaioannou, G. Zhao, and I. Kotsia, “Aff-wild: Valence and arousal ‘in-the-wild’ challenge,” in 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) , 2017, pp. 1980–1987

1987

Earlier work this paper cites.

K. He, X. Zhang, S. Ren, and J. Sun, “Deep residual learning for image recognition,” in Proceedings of the IEEE conference on computer vision and pattern recognition , 2016, pp. 770–778

2016

Earlier work this paper cites.

A. Vaswani, N. Shazeer, N. Parmar, J. Uszkoreit, L. Jones, A. N. Gomez, Ł. Kaiser, and I. Polosukhin, “Attention is all you need,” Advances in neural information processing systems , vol. 30, 2017

2017

Earlier work this paper cites.

——, “Expression, affect, action unit recognition: Aff-wild2, multi-task learning and arcface,” 2019

2019

Earlier work this paper cites.

D. Kollias, P. Tzirakis, M. A. Nicolaou, A. Papaioannou, G. Zhao, B. Schuller, I. Kotsia, and S. Zafeiriou, “Deep affect prediction in-the-wild: Aff-wild database and challenge, deep architectures, and beyond,” International Journal of Computer Vision , vol. 127, no. 6-7, p. 907–929, Feb 2019. [Online]. Available: http://dx.doi.org/10.1007/s11263-019-01158-4

2019

Earlier work this paper cites.

D. Kollias, A. Schulc, E. Hajiyev, and S. Zafeiriou, “Analysing affective behavior in the first abaw 2020 competition,” in 2020 15th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2020)(FG) , pp. 794–800

2020

Cited alongside, same era.

D. Kollias, V. Sharmanska, and S. Zafeiriou, “Face behavior a la carte: Expressions, affect and action units in a single network,” 2020

2020

Cited alongside, same era.

F. Kuhnke, L. Rumberg, and J. Ostermann, “Two-stream aural-visual affect analysis in the wild,” 2020 15th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2020) , Nov 2020. [Online]. Available: http://dx.doi.org/10.1109/FG47880.2020.00056

2020

Cited alongside, same era.

D. Kollias and S. Zafeiriou, “Analysing affective behavior in the second abaw2 competition,” in Proceedings of the IEEE/CVF International Conference on Computer Vision , 2021, pp. 3652–3660

2021

Cited alongside, same era.

D. Kollias and S. Zafeiriou, “Affect analysis in-the-wild: Valence-arousal, expressions, action units and a unified framework,” 2021

2021

Later among the works it cites.

G. M. Jacob and B. Stenger, “Facial action unit detection with transformers,” in Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , 2021, pp. 7680–7689

2021

Later among the works it cites.

Z. Zhao and Q. Liu, “Former-dfer: Dynamic facial expression recognition transformer,” in Proceedings of the 29th ACM International Conference on Multimedia , 2021, pp. 1553–1561

2021

Later among the works it cites.

Y. Jin, T. Zheng, C. Gao, and G. Xu, “A multi-modal and multi-task learning method for action unit and expression recognition,” 2021. [Online]. Available: https://arxiv.org/abs/2107.04187

Original

2021

Later among the works it cites.