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MixAugment & Mixup: Augmentation Methods for Facial Expression Recognition
16 references·0 citing·32 second hop
MixAugment & Mixup: Augmentation Methods for Facial Expression Recognition (2022)MixAugment & Mixup: Augmentation Methods …Ad-Corre: Adaptive Correlation-Based Loss for Facial Expression Recognition in the Wild (2022)Ad-Corre: Adaptive Correlatio…ABAW: Valence-Arousal Estimation, Expression Recognition, Action Unit Detection & Multi-Task Learning Challenges (2022)ABAW: Valence-Arousal Estimat…Analysing Affective Behavior in the second ABAW2 Competition (2021)Analysing Affective Behavior …Affect Analysis in-the-wild: Valence-Arousal, Expressions, Action Units and a Unified Framework (2021)Affect Analysis in-the-wild: …Region Attention Networks for Pose and Occlusion Robust Facial Expression Recognition (2020)Region Attention Networks for…Analysing Affective Behavior in the First ABAW 2020 Competition (2020)Analysing Affective Behavior …Face Behavior a la carte: Expressions, Affect and Action Units in a Single Network (2019)Face Behavior a la carte: Exp…Expression, Affect, Action Unit Recognition: Aff-Wild2, Multi-Task Learning and ArcFace (2019)Expression, Affect, Action Un…Direct Modelling of Speech Emotion from Raw Speech (2019)Direct Modelling of Speech Em…Deep Affect Prediction in-the-Wild: Aff-Wild Database and Challenge, Deep Architectures, and Beyond (2019)Deep Affect Prediction in-the…Reliable Crowdsourcing and Deep Locality-Preserving Learning for Unconstrained Facial Expression Recognition (2018)Reliable Crowdsourcing and De…Reliable Crowdsourcing and Deep Locality-Preserving Learning for Expression Recognition in the Wild (2017)Reliable Crowdsourcing and De…Recognition of Affect in the Wild Using Deep Neural Networks (2017)Recognition of Affect in the …AffectNet: A Database for Facial Expression, Valence, and Arousal Computing in the Wild (2017)AffectNet: A Database for Fac…Aff-Wild: Valence and Arousal ‘In-the-Wild’ Challenge (2017)Aff-Wild: Valence and Arousal…Facial Action Coding System (FACS) (2002)Facial Action Coding System (…Emotion: A Psychoevolutionary Synthesis (1980)A Survey of Affect Recognition Methods: Audio, Visual, and Spontaneous Expressions (2008)The Extended Cohn-Kanade Dataset (CK+): A complete dataset for action unit and emotion-specified expression (2010)Exploiting multi-CNN features in CNN-RNN based dimensional emotion recognition on the OMG in-the-wild dataset (2020)Py-Feat: Python Facial Expression Analysis Toolbox (2023)Facial Action Coding System (1978)Occlusion Aware Facial Expression Recognition Using CNN With Attention Mechanism (2018)Suppressing Uncertainties for Large-Scale Facial Expression Recognition (2020)A Coefficient of Agreement for Nominal Scales (1960)Intraclass correlations: Uses in assessing rater reliability. (1979)A circumplex model of affect. (1980)A Concordance Correlation Coefficient to Evaluate Reproducibility (1989)DEAP: A Database for Emotion Analysis ;Using Physiological Signals (2011)DFEW (2020)Estimation of continuous valence and arousal levels from faces in naturalistic conditions (2021)The expression of the emotions in man and animals. (1872)Facial Expression Recognition With Visual Transformers and Attentional Selective Fusion (2021)Learning Deep Global Multi-Scale and Local Attention Features for Facial Expression Recognition in the Wild (2021)Emotion recognition and artificial intelligence: A systematic review (2014–2023) and research recommendations (2023)THE DICTIONARY OF AFFECT IN LANGUAGE (1989)FEELTRACE: an instrument for recording perceived emotion in real time (2000)Darwin, Deception, and Facial Expression (2003)Comprehensive database for facial expression analysis (2002)Deep Facial Expression Recognition: A Survey (2020)TransFER: Learning Relation-aware Facial Expression Representations with Transformers (2021)Deep Learning for Emotion Recognition on Small Datasets using Transfer Learning (2015)Joint Fine-Tuning in Deep Neural Networks for Facial Expression Recognition (2015)A Joint Cross-Attention Model for Audio-Visual Fusion in Dimensional Emotion Recognition (2022)Vision Transformer With Attentive Pooling for Robust Facial Expression Recognition (2022)Real time facial expression recognition in video using support vector machines (2003)Bridging the Gap between Social Animal and Unsocial Machine: A Survey of Social Signal Processing (2011)AFEW-VA database for valence and arousal estimation in-the-wild (2017)
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References

  • 2017AffectNet: A Database for Facial Expression, Valence, and Arousal Computing in the Wild2,335 cited
  • 2017Reliable Crowdsourcing and Deep Locality-Preserving Learning for Expression Recognition in the Wild1,467 cited
  • 2020Region Attention Networks for Pose and Occlusion Robust Facial Expression Recognition943 cited
  • 2018Reliable Crowdsourcing and Deep Locality-Preserving Learning for Unconstrained Facial Expression Recognition663 cited
  • 2002Facial Action Coding System (FACS)425 cited
  • 2019Deep Affect Prediction in-the-Wild: Aff-Wild Database and Challenge, Deep Architectures, and Beyond381 cited
  • 2017Aff-Wild: Valence and Arousal ‘In-the-Wild’ Challenge302 cited
  • 2020Analysing Affective Behavior in the First ABAW 2020 Competition227 cited
  • 2019Expression, Affect, Action Unit Recognition: Aff-Wild2, Multi-Task Learning and ArcFace210 cited
  • 2021Analysing Affective Behavior in the second ABAW2 Competition169 cited
  • 2022Ad-Corre: Adaptive Correlation-Based Loss for Facial Expression Recognition in the Wild157 cited
  • 2022ABAW: Valence-Arousal Estimation, Expression Recognition, Action Unit Detection & Multi-Task Learning Challenges147 cited
  • 2019Direct Modelling of Speech Emotion from Raw Speech128 cited
  • 2017Recognition of Affect in the Wild Using Deep Neural Networks

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124 cited
  • 2019Face Behavior a la carte: Expressions, Affect and Action Units in a Single Network121 cited
  • 2021Affect Analysis in-the-wild: Valence-Arousal, Expressions, Action Units and a Unified Framework108 cited
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