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CLIPER: A Unified Vision-Language Framework for In-the-Wild Facial Expression Recognition
14 references·1 citing·28 second hop
CLIPER: A Unified Vision-Language Framework for In-the-Wild Facial Expression Recognition (2024)CLIPER: A Unified Vision-Language Framewo…Intensity-Aware Loss for Dynamic Facial Expression Recognition in the Wild (2023)Intensity-Aware Loss for Dyna…FERV39k: A Large-Scale Multi-Scene Dataset for Facial Expression Recognition in Videos (2022)FERV39k: A Large-Scale Multi-…Face2Exp: Combating Data Biases for Facial Expression Recognition (2022)Face2Exp: Combating Data Bias…DPCNet: Dual Path Multi-Excitation Collaborative Network for Facial Expression Representation Learning in Videos (2022)DPCNet: Dual Path Multi-Excit…TransFER: Learning Relation-aware Facial Expression Representations with Transformers (2021)TransFER: Learning Relation-a…Robust Lightweight Facial Expression Recognition Network with Label Distribution Training (2021)Robust Lightweight Facial Exp…Facial Expression Recognition With Visual Transformers and Attentional Selective Fusion (2021)Facial Expression Recognition…Adaptively Learning Facial Expression Representation via C-F Labels and Distillation (2021)Adaptively Learning Facial Ex…Suppressing Uncertainties for Large-Scale Facial Expression Recognition (2020)Suppressing Uncertainties for…Region Attention Networks for Pose and Occlusion Robust Facial Expression Recognition (2020)Region Attention Networks for…DFEW (2020)DFEWReliable Crowdsourcing and Deep Locality-Preserving Learning for Expression Recognition in the Wild (2017)Reliable Crowdsourcing and De…AffectNet: A Database for Facial Expression, Valence, and Arousal Computing in the Wild (2017)AffectNet: A Database for Fac…Collecting Large, Richly Annotated Facial-Expression Databases from Movies (2012)Collecting Large, Richly Anno…CEPrompt: Cross-Modal Emotion-Aware Prompting for Facial Expression Recognition (2024)CEPrompt: Cross-Modal Emotion…Web-Based Database for Facial Expression Analysis (2005)The Extended Cohn-Kanade Dataset (CK+): A complete dataset for action unit and emotion-specified expression (2010)Deep Learning for Emotion Recognition on Small Datasets using Transfer Learning (2015)Image based Static Facial Expression Recognition with Multiple Deep Network Learning (2015)EmotioNet: An Accurate, Real-Time Algorithm for the Automatic Annotation of a Million Facial Expressions in the Wild (2016)Facial Action Coding System (1978)A Survey of Affect Recognition Methods: Audio, Visual, and Spontaneous Expressions (2008)Occlusion Aware Facial Expression Recognition Using CNN With Attention Mechanism (2018)A Coefficient of Agreement for Nominal Scales (1960)Intraclass correlations: Uses in assessing rater reliability. (1979)A circumplex model of affect. (1980)Comprehensive database for facial expression analysis (2002)Deep Facial Expression Recognition: A Survey (2020)Learning Deep Global Multi-Scale and Local Attention Features for Facial Expression Recognition in the Wild (2021)The expression of the emotions in man and animals. (1872)A systematic review on affective computing: emotion models, databases, and recent advances (2022)Constants across cultures in the face and emotion. (1971)Measuring nominal scale agreement among many raters. (1971)MAFW: A Large-scale, Multi-modal, Compound Affective Database for Dynamic Facial Expression Recognition in the Wild (2022)Unlocking the Emotional World of Visual Media: An Overview of the Science, Research, and Impact of Understanding Emotion (2023)A GENERAL PSYCHOEVOLUTIONARY THEORY OF EMOTION (1980)Understanding emotions in others: mirror neuron dysfunction in children with autism spectrum disorders (2005)Advances in Facial Expression Recognition: A Survey of Methods, Benchmarks, Models, and Datasets (2024)POSTER++: A simpler and stronger facial expression recognition network (2024)Vision Transformer With Attentive Pooling for Robust Facial Expression Recognition (2022)A comprehensive survey on deep facial expression recognition: challenges, applications, and future guidelines (2023)POSTER: A Pyramid Cross-Fusion Transformer Network for Facial Expression Recognition (2023)Understanding Deep Learning Techniques for Recognition of Human Emotions Using Facial Expressions: A Comprehensive Survey (2023)
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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
  • 2020Suppressing Uncertainties for Large-Scale Facial Expression Recognition771 cited
  • 2012Collecting Large, Richly Annotated Facial-Expression Databases from Movies664 cited
  • 2021TransFER: Learning Relation-aware Facial Expression Representations with Transformers339 cited
  • 2021Facial Expression Recognition With Visual Transformers and Attentional Selective Fusion328 cited
  • 2021Robust Lightweight Facial Expression Recognition Network with Label Distribution Training298 cited
  • 2021Adaptively Learning Facial Expression Representation via C-F Labels and Distillation220 cited
  • 2020DFEW208 cited
  • 2022Face2Exp: Combating Data Biases for Facial Expression Recognition141 cited
  • 2022FERV39k: A Large-Scale Multi-Scene Dataset for Facial Expression Recognition in Videos124 cited
  • 2023Intensity-Aware Loss for Dynamic Facial Expression Recognition in the Wild81 cited
  • 2022DPCNet: Dual Path Multi-Excitation Collaborative Network for Facial Expression Representation Learning in Videos

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  • 2024CEPrompt: Cross-Modal Emotion-Aware Prompting for Facial Expression Recognition44 cited