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In this paper, we consider the problem of real-time video-based facial emotion analytics, namely, facial expression recognition, prediction of valence and arousal and detection of action unit points.
What the face reveals: Basic and applied studies of spontaneous expression using the facial action coding system (FACS)
Paul Ed Ekman and Erika L Rosenberg · 2005
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Frame-based facial expression recognition using geometrical features
Anwar Saeed, Ayoub Al-Hamadi, Robert Niese, and Moftah Elzobi · 2014
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Kaipeng Zhang, Zhanpeng Zhang, Zhifeng Li, and Yu Qiao · 2016
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AffectNet: A database for facial expression, valence, and arousal computing in the wild
Ali Mollahosseini, Behzad Hasani, and Mohammad H Mahoor · 2017
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Group-level emotion recognition using transfer learning from face identification
Alexandr Rassadin, Alexey Gruzdev, and Andrey V Savchenko · 2017
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Aff-Wild: Valence and arousal ‘in-the-wild’ challenge
Stefanos Zafeiriou, Dimitrios Kollias, Mihalis A Nicolaou, Athanasios Papaioannou, Guoying Zhao, and Irene Kotsia · 2017
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Vggface2: A dataset for recognising faces across pose and age
Qiong Cao, Li Shen, Weidi Xie, Omkar M Parkhi, and Andrew Zisserman · 2018
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User modeling on mobile device based on facial clustering and object detection in photos and videos
Ivan Grechikhin and Andrey V Savchenko · 2019
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Face behavior a la carte: Expressions, affect and action units in a single network
Dimitrios Kollias, Viktoriia Sharmanska, and Stefanos Zafeiriou · 2019
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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
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Expression, affect, action unit recognition: Aff-Wild2, multi-task learning and arcface
Dimitrios Kollias and Stefanos Zafeiriou · 2019
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Frame attention networks for facial expression recognition in videos
Debin Meng, Xiaojiang Peng, Kai Wang, and Yu Qiao · 2019
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Andrey V Savchenko · 2019
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Analysing affective behavior in the first ABAW 2020 competition
Dimitrios Kollias, Attila Schulc, Elnar Hajiyev, and Stefanos Zafeiriou · 2020
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Analysing affective behavior in the second ABAW2 competition
Dimitrios Kollias and Stefanos Zafeiriou · 2021
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Facial expression and attributes recognition based on multi-task learning of lightweight neural networks
Andrey V Savchenko · 2021
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User preference prediction in visual data on mobile devices
Andrey V Savchenko · 2021
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Emotion recognition with incomplete labels using modified multi-task learning technique
Phan Tran Dac Thinh, Hoang Manh Hung, Hyung-Jeong Yang, Soo-Hyung Kim, and Guee-Sang Lee · 2021
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Prior aided streaming network for multi-task affective recognition at the 2nd ABAW2 competition
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Affect analysis in-the-wild: Valence-arousal, expressions, action units and a unified framework
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