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Image Based Facial Micro-Expression Recognition Using Deep Learning on Small Datasets
13 references·4 citing·31 second hop
Image Based Facial Micro-Expression Recognition Using Deep Learning on Small Datasets (2017)Image Based Facial Micro-Expression Recog…Towards Reading Hidden Emotions: A Comparative Study of Spontaneous Micro-Expression Spotting and Recognition Methods (2017)Towards Reading Hidden Emotio…Microexpression Identification and Categorization Using a Facial Dynamics Map (2016)Microexpression Identificatio…Micro-Expression Recognition with Expression-State Constrained Spatio-Temporal Feature Representations (2016)Micro-Expression Recognition …Effective recognition of facial micro-expressions with video motion magnification (2016)Effective recognition of faci…Automatic apex frame spotting in micro-expression database (2015)Automatic apex frame spotting…A Main Directional Mean Optical Flow Feature for Spontaneous Micro-Expression Recognition (2015)A Main Directional Mean Optic…Micro-expression Recognition Using Dynamic Textures on Tensor Independent Color Space (2014)Micro-expression Recognition …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 …A Spontaneous Micro-expression Database: Inducement, collection and baseline (2013)A Spontaneous Micro-expressio…The Machine Knows What You Are Hiding: An Automatic Micro-expression Recognition System (2011)The Machine Knows What You Ar…Recognising spontaneous facial micro-expressions (2011)Recognising spontaneous facia…Facial micro-expressions recognition using high speed camera and 3D-gradient descriptor (2009)Facial micro-expressions reco…Systematic Review of Emotion Detection with Computer Vision and Deep Learning (2024)Systematic Review of Emotion …An Overview of Facial Micro-Expression Analysis: Data, Methodology and Challenge (2022)An Overview of Facial Micro-E…LGAttNet: Automatic micro-expression detection using dual-stream local and global attentions (2020)LGAttNet: Automatic micro-exp…Evaluation of the Spatio-Temporal Features and GAN for Micro-Expression Recognition System (2020)Evaluation of the Spatio-Temp…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)OFF-ApexNet on micro-expression recognition system (2019)The Extended Cohn-Kanade Dataset (CK+): A complete dataset for action unit and emotion-specified expression (2010)SAMM: A Spontaneous Micro-Facial Movement Dataset (2016)A Brief Review of Facial Emotion Recognition Based on Visual Information (2018)Affective Computing (1997)Comprehensive database for facial expression analysis (2002)A Survey of Affect Recognition Methods: Audio, Visual, and Spontaneous Expressions (2008)A systematic review on affective computing: emotion models, databases, and recent advances (2022)Blue or Red? Exploring the Effect of Color on Cognitive Task Performances (2009)A survey: facial micro-expression recognition (2017)Can Micro-Expression be Recognized Based on Single Apex Frame? (2018)HTNet for micro-expression recognition (2024)Facial Action Coding System (1978)Enriched Long-Term Recurrent Convolutional Network for Facial Micro-Expression Recognition (2018)CapsuleNet for Micro-Expression Recognition (2019)Revealing the Invisible With Model and Data Shrinking for Composite-Database Micro-Expression Recognition (2020)DEAP: A Database for Emotion Analysis ;Using Physiological Signals (2011)Less is more: Micro-expression recognition from video using apex frame (2017)Shallow Triple Stream Three-dimensional CNN (STSTNet) for Micro-expression Recognition (2019)How Fast are the Leaked Facial Expressions: The Duration of Micro-Expressions (2013)Do Deep Neural Networks Learn Facial Action Units When Doing Expression Recognition? (2015)Dual-stream Shallow Networks for Facial Micro-expression Recognition (2019)AU-assisted Graph Attention Convolutional Network for Micro-Expression Recognition (2020)Joint Local and Global Information Learning With Single Apex Frame Detection for Micro-Expression Recognition (2020)CAS(ME): A Database for Spontaneous Macro-Expression and Micro-Expression Spotting and Recognition (2017)Spatiotemporal Recurrent Convolutional Networks for Recognizing Spontaneous Micro-Expressions (2019)Video-based Facial Micro-Expression Analysis: A Survey of Datasets, Features and Algorithms (2021)
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References

  • 2014CASME II: An Improved Spontaneous Micro-Expression Database and the Baseline Evaluation993 cited
  • 2013A Spontaneous Micro-expression Database: Inducement, collection and baseline705 cited
  • 2015A Main Directional Mean Optical Flow Feature for Spontaneous Micro-Expression Recognition522 cited
  • 2011Recognising spontaneous facial micro-expressions450 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
  • 2009Facial micro-expressions recognition using high speed camera and 3D-gradient descriptor312 cited
  • 2016Microexpression Identification and Categorization Using a Facial Dynamics Map284 cited
  • 2016Micro-Expression Recognition with Expression-State Constrained Spatio-Temporal Feature Representations207 cited
  • 2014Micro-expression Recognition Using Dynamic Textures on Tensor Independent Color Space147 cited
  • 2015Automatic apex frame spotting in micro-expression database126 cited
  • 2016Effective recognition of facial micro-expressions with video motion magnification104 cited
  • 2011The Machine Knows What You Are Hiding: An Automatic Micro-expression Recognition System104 cited

Cited by

  • 2022

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An Overview of Facial Micro-Expression Analysis: Data, Methodology and Challenge
78 cited
  • 2024Systematic Review of Emotion Detection with Computer Vision and Deep Learning66 cited
  • 2020LGAttNet: Automatic micro-expression detection using dual-stream local and global attentions60 cited
  • 2020Evaluation of the Spatio-Temporal Features and GAN for Micro-Expression Recognition System59 cited