Emotion Recognition for In-the-wild Videos
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Abstract (arXiv)
This paper is a brief introduction to our submission to the seven basic expression classification track of Affective Behavior Analysis in-the-wild Competition held in conjunction with the IEEE International Conference on Automatic Face and Gesture Recognition (FG) 2020. Our method combines Deep Residual Network (ResNet) and Bidirectional Long Short-Term Memory Network (BLSTM), achieving 64.3% accuracy and 43.4% final metric on the validation set.
Key facts. Cited by 8 papers in the map (data through 7 Oct 2026). First posted on arXiv 13 Feb 2020.
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Citing papers per year: 2021: 2; 2022: 2; 2023: 2; 2024: 2.
8 papers.
- 2021Analysing Affective Behavior in the second ABAW2 Competitioncited by 163
- 2022ABAW: Valence-Arousal Estimation, Expression Recognition, Action Unit Detection & Multi-Task Learning Challengescited by 156
- 2022ABAW: Learning from Synthetic Data & Multi-Task Learning Challengescited by 110
- 2023ABAW: Valence-Arousal Estimation, Expression Recognition, Action Unit Detection & Emotional Reaction Intensity Estimation Challengescited by 110
- 2024The 6th Affective Behavior Analysis in-the-wild (ABAW) Competitioncited by 78
- 20247th ABAW Competition: Multi-Task Learning and Compound Expression Recognitioncited by 53
- 2021An audiovisual and contextual approach for categorical and continuous emotion recognition in-the-wildcited by 12
- 2023A vector quantized masked autoencoder for audiovisual speech emotion recognitioncited by 6
- 20247th ABAW Competition: Multi-Task Learning and Compound Expression Recognition4 Jul 2024
- 2024The 6th Affective Behavior Analysis in-the-wild (ABAW) Competition29 Feb 2024
- 2023A vector quantized masked autoencoder for audiovisual speech emotion recognition5 May 2023
- 2023ABAW: Valence-Arousal Estimation, Expression Recognition, Action Unit Detection & Emotional Reaction Intensity Estimation Challenges2 Mar 2023
- 2022ABAW: Learning from Synthetic Data & Multi-Task Learning Challenges3 Jul 2022
- 2022ABAW: Valence-Arousal Estimation, Expression Recognition, Action Unit Detection & Multi-Task Learning Challenges22 Feb 2022
- 2021An audiovisual and contextual approach for categorical and continuous emotion recognition in-the-wild7 Jul 2021
- 2021Analysing Affective Behavior in the second ABAW2 Competition14 Jun 2021