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Automatic affective recognition has been an important research topic in human computer interaction (HCI) area.
Facial action coding system: A technique for the measurement of facial movement
Paul Ekman and Wallace Friesen · 1978
Earlier work this paper cites.
A circumplex model of affect
James A Russell · 1980
Earlier work this paper cites.
Impaired recognition of affect in facial expression in depressed patients
David R Rubinow and Robert M Post · 1992
Earlier work this paper cites.
The japanese female facial expression (jaffe) database
Miyuki Kamachi, Michael Lyons, and Jiro Gyoba · 1997
Earlier work this paper cites.
Recognizing action units for facial expression analysis
Y-I Tian, Takeo Kanade, and Jeffrey F Cohn · 2001
Earlier work this paper cites.
Darwin, deception, and facial expression
Paul Ekman · 2003
Earlier work this paper cites.
Facial action recognition for facial expression analysis from static face images
Maja Pantic and Léon Rothkrantz · 2004
Earlier work this paper cites.
Bp4d-spontaneous: a high-resolution spontaneous 3d dynamic facial expression database
Xing Zhang, Lijun Yin, Jeffrey F Cohn, Shaun Canavan, Michael Reale, Andy Horowitz, Peng Liu, and Jeffrey M Girard · 2014
Earlier work this paper cites.
Multimodal spontaneous emotion corpus for human behavior analysis
Zheng Zhang, Jeff M Girard, Yue Wu, Xing Zhang, Peng Liu, Umur Ciftci, Shaun Canavan, Michael Reale, Andy Horowitz, Huiyuan Yang, et al · 2016
Earlier work this paper cites.
Aff-wild: Valence and arousal ‘in-the-wild’challenge
Stefanos Zafeiriou, Dimitrios Kollias, Mihalis A Nicolaou, Athanasios Papaioannou, Guoying Zhao, and Irene Kotsia · 2017
Earlier work this paper cites.
Affectnet: A database for facial expression, valence, and arousal computing in the wild
Ali Mollahosseini, Behzad Hasani, and Mohammad H Mahoor · 2017
Cited alongside, same era.
Joint binary neural network for multi-label learning with applications to emotion classification
Huihui He and Rui Xia · 2018
Cited alongside, same era.
Openface 2.0: Facial behavior analysis toolkit
Tadas Baltrusaitis, Amir Zadeh, Yao Chong Lim, and Louis-Philippe Morency · 2018
Cited alongside, same era.
Expression, affect, action unit recognition: Aff-wild2, multi-task learning and arcface
Dimitrios Kollias and Stefanos Zafeiriou · 2019
Cited alongside, same era.
Automatic micro-expression analysis: Open challenges
Guoying Zhao and Xiaobai Li · 2019
Cited alongside, same era.
Face behavior a la carte: Expressions, affect and action units in a single network
Darshan Gera and S Balasubramanian · 2020
Later among the works it cites.
M 3 f: Multi-modal continuous valence-arousal estimation in the wild
Yuan-Hang Zhang, Rulin Huang, Jiabei Zeng, and Shiguang Shan · 2020
Later among the works it cites.
Action units recognition by pairwise deep architecture
Junya Saito, Ryosuke Kawamura, Akiyoshi Uchida, Sachihiro Youoku, Yuushi Toyoda, Takahisa Yamamoto, Xiaoyu Mi, and Kentaro Murase · 2020
Later among the works it cites.
Analysing affective behavior in the first abaw 2020 competition
D Kollias, A Schulc, E Hajiyev, and S Zafeiriou · 2020
Later among the works it cites.
Two-stream aural-visual affect analysis in the wild
Felix Kuhnke, Lars Rumberg, and Jörn Ostermann · 2020
Later among the works it cites.
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Dimitrios Kollias, Viktoriia Sharmanska, and Stefanos Zafeiriou · 2019
Cited alongside, same era.
Deep affect prediction in-the-wild: Aff-wild database and challenge, deep architectures, and beyond
Dimitrios Kollias, Panagiotis Tzirakis, Mihalis A Nicolaou, Athanasios Papaioannou, Guoying Zhao, Björn Schuller, Irene Kotsia, and Stefanos Zafeiriou · 2019
Cited alongside, same era.
A compact embedding for facial expression similarity
Raviteja Vemulapalli and Aseem Agarwala · 2019
Cited alongside, same era.
Dfew: A large-scale database for recognizing dynamic facial expressions in the wild
Xingxun Jiang, Yuan Zong, Wenming Zheng, Chuangao Tang, Wanchuang Xia, Cheng Lu, and Jiateng Liu · 2020
Cited alongside, same era.
Multitask emotion recognition with incomplete labels
Didan Deng, Zhaokang Chen, and Bertram E Shi · 2020
Cited alongside, same era.
Facial expression retargeting from human to avatar made easy
Juyong Zhang, Keyu Chen, and Jianmin Zheng · 2020
Later among the works it cites.
Analysing affective behavior in the second abaw2 competition, 2021
Dimitrios Kollias, Irene Kotsia, Elnar Hajiyev, and Stefanos Zafeiriou · 2021
Closest in time.
Learning a facial expression embedding disentangled from identity
Wei Zhang, Xianpeng Ji, Keyu Chen, Yu Ding, and Changjie Fan · 2021
Closest in time.
Affect analysis in-the-wild: Valence-arousal, expressions, action units and a unified framework
Dimitrios Kollias and Stefanos Zafeiriou · 2021
Closest in time.
Distribution matching for heterogeneous multi-task learning: a large-scale face study
Dimitrios Kollias, Viktoriia Sharmanska, and Stefanos Zafeiriou · 2021
Closest in time.