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A Survey of Micro-expression Recognition Methods Based on LBP, Optical Flow and Deep Learning
16 references·0 citing·25 second hopsampled
A Survey of Micro-expression Recognition Methods Based on LBP, Optical Flow and Deep Learning (2023)A Survey of Micro-expression Recognition …Video-based Facial Micro-Expression Analysis: A Survey of Datasets, Features and Algorithms (2021)Video-based Facial Micro-Expr…Revealing the Invisible With Model and Data Shrinking for Composite-Database Micro-Expression Recognition (2020)Revealing the Invisible With …Spatiotemporal Recurrent Convolutional Networks for Recognizing Spontaneous Micro-Expressions (2019)Spatiotemporal Recurrent Conv…Shallow Triple Stream Three-dimensional CNN (STSTNet) for Micro-expression Recognition (2019)Shallow Triple Stream Three-d…OFF-ApexNet on micro-expression recognition system (2019)OFF-ApexNet on micro-expressi…Enriched Long-Term Recurrent Convolutional Network for Facial Micro-Expression Recognition (2018)Enriched Long-Term Recurrent …Towards Reading Hidden Emotions: A Comparative Study of Spontaneous Micro-Expression Spotting and Recognition Methods (2017)Towards Reading Hidden Emotio…Less is more: Micro-expression recognition from video using apex frame (2017)Less is more: Micro-expressio…CAS(ME): A Database for Spontaneous Macro-Expression and Micro-Expression Spotting and Recognition (2017)CAS(ME): A Database for Spont…SAMM: A Spontaneous Micro-Facial Movement Dataset (2016)SAMM: A Spontaneous Micro-Fac…Microexpression Identification and Categorization Using a Facial Dynamics Map (2016)Microexpression Identificatio…A Main Directional Mean Optical Flow Feature for Spontaneous Micro-Expression Recognition (2015)A Main Directional Mean Optic…CASME II: An Improved Spontaneous Micro-Expression Database and the Baseline Evaluation (2014)CASME II: An Improved Spontan…CASME database: A dataset of spontaneous micro-expressions collected from neutralized faces (2013)CASME database: A dataset of …Facial micro-expressions recognition using high speed camera and 3D-gradient descriptor (2009)Facial micro-expressions reco…The Predictive Sample Reuse Method with Applications (1975)The Predictive Sample Reuse M…Allocation Rules and Their Error Rates (1966)The Handbook of Social Psychology (1969)Statistical Methods in Research and Production (1973)Knowledge Management: An Organizational Capabilities Perspective (2001)How to Write Up and Report PLS Analyses (2009)To Explain or to Predict? (2010)Nonverbal Leakage and Clues to Deception † (1969)Darwin, Deception, and Facial Expression (2003)Automatic Recognition of Facial Actions in Spontaneous Expressions (2006)Automatic Analysis of Facial Actions: A Survey (2017)Telling Lies: Clues to Deceit in the Marketplace, Politics, and Marriage (1985)The Extended Cohn-Kanade Dataset (CK+): A complete dataset for action unit and emotion-specified expression (2010)A Brief Review of Facial Emotion Recognition Based on Visual Information (2018)An approach to environmental psychology (1974)Measuring emotion: The self-assessment manikin and the semantic differential (1994)A systematic review on affective computing: emotion models, databases, and recent advances (2022)Constants across cultures in the face and emotion. (1971)Facial Action Coding System (1978)DEAP: A Database for Emotion Analysis ;Using Physiological Signals (2011)Comprehensive database for facial expression analysis (2002)Affective Computing (1997)A Survey of Affect Recognition Methods: Audio, Visual, and Spontaneous Expressions (2008)Facial expression recognition with Convolutional Neural Networks: Coping with few data and the training sample order (2016)MEGC 2019 – The Second Facial Micro-Expressions Grand Challenge (2019)Feature refinement: An expression-specific feature learning and fusion method for micro-expression recognition (2021)
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References

  • 1975The Predictive Sample Reuse Method with Applications2,771 cited
  • 2014CASME II: An Improved Spontaneous Micro-Expression Database and the Baseline Evaluation993 cited
  • 2016SAMM: A Spontaneous Micro-Facial Movement Dataset715 cited
  • 2015A Main Directional Mean Optical Flow Feature for Spontaneous Micro-Expression Recognition522 cited
  • 2017Less is more: Micro-expression recognition from video using apex frame399 cited
  • 2013CASME database: A dataset of spontaneous micro-expressions collected from neutralized faces363 cited
  • 2017Towards Reading Hidden Emotions: A Comparative Study of Spontaneous Micro-Expression Spotting and Recognition Methods355 cited
  • 2019Shallow Triple Stream Three-dimensional CNN (STSTNet) for Micro-expression Recognition331 cited
  • 2009Facial micro-expressions recognition using high speed camera and 3D-gradient descriptor312 cited
  • 2019OFF-ApexNet on micro-expression recognition system310 cited
  • 2021Video-based Facial Micro-Expression Analysis: A Survey of Datasets, Features and Algorithms308 cited
  • 2017CAS(ME): A Database for Spontaneous Macro-Expression and Micro-Expression Spotting and Recognition294 cited
  • 2019Spatiotemporal Recurrent Convolutional Networks for Recognizing Spontaneous Micro-Expressions293 cited
  • 2016Microexpression Identification and Categorization Using a Facial Dynamics Map

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284 cited
  • 2018Enriched Long-Term Recurrent Convolutional Network for Facial Micro-Expression Recognition244 cited
  • 2020Revealing the Invisible With Model and Data Shrinking for Composite-Database Micro-Expression Recognition220 cited
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