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Human affect recognition is an essential part of natural human-computer interaction.
Facial action coding system: A technique for the measurement of facial movement
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Recognition of affect in the wild using deep neural networks
D. Kollias, M. A. Nicolaou, I. Kotsia, G. Zhao, and S. Zafeiriou · 2017
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Aff-wild: Valence and arousal ‘in-the-wild’challenge
S. Zafeiriou, D. Kollias, M. A. Nicolaou, A. Papaioannou, G. Zhao, and I. Kotsia · 2017
Cited alongside, same era.
Joint 3d face reconstruction and dense alignment with position map regression network
Y. Feng, F. Wu, X. Shao, Y. Wang, and X. Zhou · 2018
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Aff-wild2: Extending the aff-wild database for affect recognition
D. Kollias and S. Zafeiriou · 2018
Cited alongside, same era.
A multi-task learning & generation framework: Valence-arousal, action units & primary expressions
D. Kollias and S. Zafeiriou · 2018
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A closer look at spatiotemporal convolutions for action recognition
D. Tran, H. Wang, L. Torresani, J. Ray, Y. LeCun, and M. Paluri · 2018
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Deep affect prediction in-the-wild: Aff-wild database and challenge, deep architectures, and beyond
D. Kollias, P. Tzirakis, M. A. Nicolaou, A. Papaioannou, G. Zhao, B. Schuller, I. Kotsia, and S. Zafeiriou · 2019
Later among the works it cites.
Expression, affect, action unit recognition: Aff-wild2, multi-task learning and arcface
D. Kollias and S. Zafeiriou · 2019
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Context-aware emotion recognition networks
J. Lee, S. Kim, S. Kim, J. Park, and K. Sohn · 2019
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Fau, facial expressions, valence and arousal: A multi-task solution
D. Deng, Z. Chen, and B. E. Shi · 2020
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Arcface: Additive angular margin loss for deep face recognition
J. Deng, J. Guo, X. Niannan, and S. Zafeiriou · 2019
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Retinaface: Single-stage dense face localisation in the wild
J. Deng, J. Guo, Y. Zhou, J. Yu, I. Kotsia, and S. Zafeiriou · 2019
Cited alongside, same era.
Face behavior à la carte: Expressions, affect and action units in a single network
D. Kollias, V. Sharmanska, and S. Zafeiriou · 2019
Cited alongside, same era.
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Analysing affective behavior in the first abaw 2020 competition
D. Kollias, A. Schulc, E. Hajiyev, and S. Zafeiriou · 2020
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Multi-label class balancing algorithm for action unit detection
J. Pahl, I. Rieger, and D. Seuss · 2020
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m 3 m^{3} t: Multi-modal continuous valence-arousal estimation in the wild
Y.-H. Zhang, R. Huang, J. Zeng, S. Shan, and X. Chen · 2020
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