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Advances in Facial Expression Recognition: A Survey of Methods, Benchmarks, Models, and Datasets
16 references·1 citing·29 second hop
Advances in Facial Expression Recognition: A Survey of Methods, Benchmarks, Models, and Datasets (2024)Advances in Facial Expression Recognition…Deep Learning: A Comprehensive Overview on Techniques, Taxonomy, Applications and Research Directions (2021)Deep Learning: A Comprehensiv…Region Attention Networks for Pose and Occlusion Robust Facial Expression Recognition (2020)Region Attention Networks for…Deep Facial Expression Recognition: A Survey (2020)Deep Facial Expression Recogn…Reliable 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…Training deep networks for facial expression recognition with crowd-sourced label distribution (2016)Training deep networks for fa…Going deeper in facial expression recognition using deep neural networks (2016)Going deeper in facial expres…What is Meant by Calling Emotions Basic (2011)What is Meant by Calling Emot…The Extended Cohn-Kanade Dataset (CK+): A complete dataset for action unit and emotion-specified expression (2010)The Extended Cohn-Kanade Data…Web-Based Database for Facial Expression Analysis (2005)Web-Based Database for Facial…Comprehensive database for facial expression analysis (2002)Comprehensive database for fa…Emotion recognition in human-computer interaction (2001)Emotion recognition in human-…An argument for basic emotions (1992)An argument for basic emotionsFacial Action Coding System (1978)Facial Action Coding SystemConstants across cultures in the face and emotion. (1971)Constants across cultures in …Fuzzy sets (1965)Fuzzy setsAdvances in Neuroimaging and Deep Learning for Emotion Detection: A Systematic Review of Cognitive Neuroscience and Algorithmic Innovations (2025)Advances in Neuroimaging and …The expression of the emotions in man and animals. (1872)Nebraska Symposium on Motivation: 1955 (1957)Emotion And Adaptation (1991)The Emerging Field of Emotion Regulation: An Integrative Review (1998)Well-being : the foundations of hedonic psychology (1999)Handbook of Positive Psychology (2001)The Repertoire of Nonverbal Behavior: Categories, Origins, Usage, and Coding (1969)Patterns of cognitive appraisal in emotion. (1985)What's basic about basic emotions? (1990)Affect, imagery, consciousness, Vol. 1: The positive affects. (1992)On the universality and cultural specificity of emotion recognition: A meta-analysis. (2002)Belief, Attitude, Intention and Behavior: An Introduction to Theory and Research (1975)Survey on speech emotion recognition: Features, classification schemes, and databases (2010)The Ryerson Audio-Visual Database of Emotional Speech and Song (RAVDESS): A dynamic, multimodal set of facial and vocal expressions in North American English (2018)A Coefficient of Agreement for Nominal Scales (1960)Intraclass correlations: Uses in assessing rater reliability. (1979)A circumplex model of affect. (1980)Occlusion Aware Facial Expression Recognition Using CNN With Attention Mechanism (2018)A Survey of Affect Recognition Methods: Audio, Visual, and Spontaneous Expressions (2008)The Prosocial Classroom: Teacher Social and Emotional Competence in Relation to Student and Classroom Outcomes (2008)A Multimodal Database for Affect Recognition and Implicit Tagging (2011)A survey on facial emotion recognition techniques: A state-of-the-art literature review (2021)A systematic review on affective computing: emotion models, databases, and recent advances (2022)Human emotion recognition from EEG-based brain–computer interface using machine learning: a comprehensive review (2022)Chat-GPT; validating Technology Acceptance Model (TAM) in education sector via ubiquitous learning mechanism (2023)The current state of artificial intelligence generative language models is more creative than humans on divergent thinking tasks (2024)Family resemblances: Studies in the internal structure of categories (1975)Basic objects in natural categories (1976)Soft set theory—First results (1999)
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References

  • 1965Fuzzy sets67,827 cited
  • 1992An argument for basic emotions9,642 cited
  • 1978Facial Action Coding System6,011 cited
  • 1971Constants across cultures in the face and emotion.5,506 cited
  • 2010The Extended Cohn-Kanade Dataset (CK+): A complete dataset for action unit and emotion-specified expression4,299 cited
  • 2021Deep Learning: A Comprehensive Overview on Techniques, Taxonomy, Applications and Research Directions2,700 cited
  • 2002Comprehensive database for facial expression analysis2,612 cited
  • 2001Emotion recognition in human-computer interaction2,601 cited
  • 2017AffectNet: A Database for Facial Expression, Valence, and Arousal Computing in the Wild2,335 cited
  • 2020Deep Facial Expression Recognition: A Survey1,942 cited
  • 2017Reliable Crowdsourcing and Deep Locality-Preserving Learning for Expression Recognition in the Wild1,467 cited
  • 2011What is Meant by Calling Emotions Basic1,346 cited
  • 2016Going deeper in facial expression recognition using deep neural networks1,117 cited
  • 2005Web-Based Database for Facial Expression Analysis1,104 cited
  • 2020Region Attention Networks for Pose and Occlusion Robust Facial Expression Recognition

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943 cited
  • 2016Training deep networks for facial expression recognition with crowd-sourced label distribution925 cited
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    • 2025Advances in Neuroimaging and Deep Learning for Emotion Detection: A Systematic Review of Cognitive Neuroscience and Algorithmic Innovations76 cited