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A Survey of Automatic Facial Micro-Expression Analysis: Databases, Methods, and Challenges
16 references·16 citing·30 second hopsampled
A Survey of Automatic Facial Micro-Expression Analysis: Databases, Methods, and Challenges (2018)A Survey of Automatic Facial Micro-Expres…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…SAMM: A Spontaneous Micro-Facial Movement Dataset (2016)SAMM: A Spontaneous Micro-Fac…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…Automatic Analysis of Facial Affect: A Survey of Registration, Representation, and Recognition (2014)Automatic Analysis of Facial …How Fast are the Leaked Facial Expressions: The Duration of Micro-Expressions (2013)How Fast are the Leaked Facia…CASME database: A dataset of spontaneous micro-expressions collected from neutralized faces (2013)CASME database: A dataset of …A Spontaneous Micro-expression Database: Inducement, collection and baseline (2013)A Spontaneous Micro-expressio…Recognising spontaneous facial micro-expressions (2011)Recognising spontaneous facia…Lie Catching and Microexpressions (2009)Lie Catching and Microexpress…Reading Between the Lies (2008)Reading Between the LiesA Survey of Affect Recognition Methods: Audio, Visual, and Spontaneous Expressions (2008)A Survey of Affect Recognitio…Handbook of Emotion Elicitation and Assessment (2007)Handbook of Emotion Elicitati…Nonverbal Leakage and Clues to Deception † (1969)Nonverbal Leakage and Clues t…Micromomentary facial expressions as indicators of ego mechanisms in psychotherapy (1966)Micromomentary facial express…Facial Micro-Expressions: An Overview (2023)Facial Micro-Expressions: An …Using Facial Micro-Expressions in Combination With EEG and Physiological Signals for Emotion Recognition (2022)Using Facial Micro-Expression…Driver Emotions Recognition Based on Improved Faster R-CNN and Neural Architectural Search Network (2022)Driver Emotions Recognition B…Deep Learning for Micro-Expression Recognition: A Survey (2022)Deep Learning for Micro-Expre…An Overview of Facial Micro-Expression Analysis: Data, Methodology and Challenge (2022)An Overview of Facial Micro-E…Shallow Optical Flow Three-Stream CNN For Macro- And Micro-Expression Spotting From Long Videos (2021)Shallow Optical Flow Three-St…Micro-expression spotting: A new benchmark (2021)Micro-expression spotting: A …DRER: Deep Learning–Based Driver’s Real Emotion Recognizer (2021)DRER: Deep Learning–Based Dri…A two-stage 3D CNN based learning method for spontaneous micro-expression recognition (2021)A two-stage 3D CNN based lear…GEME: Dual-stream multi-task GEnder-based micro-expression recognition (2020)GEME: Dual-stream multi-task …A survey of micro-expression recognition (2020)A survey of micro-expression …Recognizing Spontaneous Micro-Expression Using a Three-Stream Convolutional Neural Network (2019)Recognizing Spontaneous Micro…Recognizing Facial Expressions Using a Shallow Convolutional Neural Network (2019)Recognizing Facial Expression…Micro-expression detection in long videos using optical flow and recurrent neural networks (2019)Micro-expression detection in…Extended Local Binary Patterns for Efficient and Robust Spontaneous Facial Micro-Expression Recognition (2019)Extended Local Binary Pattern…SMEConvNet: A Convolutional Neural Network for Spotting Spontaneous Facial Micro-Expression From Long Videos (2018)SMEConvNet: A Convolutional N…The Presentation of Self in Everyday Life. (1956)Verbal and Nonverbal Communication of Deception (1981)Thin slices of expressive behavior as predictors of interpersonal consequences: A meta-analysis. (1992)Emotional regulation in the workplace: A new way to conceptualize emotional labor. (2000)The expression of the emotions in man and animals. (1872)Facial Action Coding System (1978)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)Survey on Emotional Body Gesture Recognition (2018)A systematic review on affective computing: emotion models, databases, and recent advances (2022)Affective Computing (1997)Comprehensive database for facial expression analysis (2002)Telling Lies: Clues to Deceit in the Marketplace, Politics, and Marriage (1985)Emotion elicitation using films (1995)Micro-Expression Recognition with Expression-State Constrained Spatio-Temporal Feature Representations (2016)CAS(ME): A Database for Spontaneous Macro-Expression and Micro-Expression Spotting and Recognition (2017)Video-based Facial Micro-Expression Analysis: A Survey of Datasets, Features and Algorithms (2021)Development and validation of brief measures of positive and negative affect: The PANAS scales. (1988)Development and validation of brief measures of positive and negative affect: The PANAS scales. (1988)Affect Detection: An Interdisciplinary Review of Models, Methods, and Their Applications (2010)A Multimodal Database for Affect Recognition and Implicit Tagging (2011)Deep Facial Expression Recognition: A Survey (2020)Developing criteria for establishing interrater reliability of specific items: applications to assessment of adaptive behavior. (1981)An approach to environmental psychology (1974)Measuring emotion: The self-assessment manikin and the semantic differential (1994)OFF-ApexNet on micro-expression recognition system (2019)Shallow Triple Stream Three-dimensional CNN (STSTNet) for Micro-expression Recognition (2019)DEAP: A Database for Emotion Analysis ;Using Physiological Signals (2011)A Brief Review of Facial Emotion Recognition Based on Visual Information (2018)Automatic Analysis of Facial Actions: A Survey (2017)
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References

  • 2008A Survey of Affect Recognition Methods: Audio, Visual, and Spontaneous Expressions2,797 cited
  • 1969Nonverbal Leakage and Clues to Deception †1,843 cited
  • 2014CASME II: An Improved Spontaneous Micro-Expression Database and the Baseline Evaluation993 cited
  • 2016SAMM: A Spontaneous Micro-Facial Movement Dataset715 cited
  • 2013A Spontaneous Micro-expression Database: Inducement, collection and baseline705 cited
  • 2014Automatic Analysis of Facial Affect: A Survey of Registration, Representation, and Recognition685 cited
  • 2015A Main Directional Mean Optical Flow Feature for Spontaneous Micro-Expression Recognition522 cited
  • 2008Reading Between the Lies467 cited
  • 2011Recognising spontaneous facial micro-expressions450 cited
  • 2013How Fast are the Leaked Facial Expressions: The Duration of Micro-Expressions446 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
  • 2007Handbook of Emotion Elicitation and Assessment348 cited
  • 2009

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Lie Catching and Microexpressions
348 cited
  • 1966Micromomentary facial expressions as indicators of ego mechanisms in psychotherapy343 cited
  • Cited by

    • 2022Deep Learning for Micro-Expression Recognition: A Survey158 cited
    • 2020GEME: Dual-stream multi-task GEnder-based micro-expression recognition141 cited
    • 2021A two-stage 3D CNN based learning method for spontaneous micro-expression recognition141 cited
    • 2019Recognizing Spontaneous Micro-Expression Using a Three-Stream Convolutional Neural Network122 cited
    • 2019Recognizing Facial Expressions Using a Shallow Convolutional Neural Network110 cited
    • 2018SMEConvNet: A Convolutional Neural Network for Spotting Spontaneous Facial Micro-Expression From Long Videos94 cited
    • 2023Facial Micro-Expressions: An Overview85 cited
    • 2022An Overview of Facial Micro-Expression Analysis: Data, Methodology and Challenge78 cited
    • 2022Using Facial Micro-Expressions in Combination With EEG and Physiological Signals for Emotion Recognition69 cited
    • 2019Micro-expression detection in long videos using optical flow and recurrent neural networks63 cited
    • 2022Driver Emotions Recognition Based on Improved Faster R-CNN and Neural Architectural Search Network59 cited
    • 2021Shallow Optical Flow Three-Stream CNN For Macro- And Micro-Expression Spotting From Long Videos58 cited
    • 2019Extended Local Binary Patterns for Efficient and Robust Spontaneous Facial Micro-Expression Recognition57 cited
    • 2020A survey of micro-expression recognition55 cited
    • 2021Micro-expression spotting: A new benchmark55 cited
    • 2021DRER: Deep Learning–Based Driver’s Real Emotion Recognizer55 cited