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Recognizing Facial Expressions Using a Shallow Convolutional Neural Network
16 references·3 citing·33 second hop
Recognizing Facial Expressions Using a Shallow Convolutional Neural Network (2019)Recognizing Facial Expressions Using a Sh…Spatiotemporal Recurrent Convolutional Networks for Recognizing Spontaneous Micro-Expressions (2019)Spatiotemporal Recurrent Conv…Micro-expression recognition based on 3D flow convolutional neural network (2018)Micro-expression recognition …From Macro to Micro Expression Recognition: Deep Learning on Small Datasets Using Transfer Learning (2018)From Macro to Micro Expressio…Enriched Long-Term Recurrent Convolutional Network for Facial Micro-Expression Recognition (2018)Enriched Long-Term Recurrent …A Survey of Automatic Facial Micro-Expression Analysis: Databases, Methods, and Challenges (2018)A Survey of Automatic Facial …Towards Reading Hidden Emotions: A Comparative Study of Spontaneous Micro-Expression Spotting and Recognition Methods (2017)Towards Reading Hidden Emotio…Multi-Objective Based Spatio-Temporal Feature Representation Learning Robust to Expression Intensity Variations for Facial Expression Recognition (2017)Multi-Objective Based Spatio-…Less is more: Micro-expression recognition from video using apex frame (2017)Less is more: Micro-expressio…Fuzzy Histogram of Optical Flow Orientations for Micro-Expression Recognition (2017)Fuzzy Histogram of Optical Fl…Facial Expression Recognition Using Weighted Mixture Deep Neural Network Based on Double-Channel Facial Images (2017)Facial Expression Recognition…Training deep networks for facial expression recognition with crowd-sourced label distribution (2016)Training deep networks for fa…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…Going deeper in facial expression recognition using deep neural networks (2016)Going deeper in facial expres…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 …Dual integrated convolutional neural network for real-time facial expression recognition in the wild (2021)Dual integrated convolutional…A Facial Expression Recognition Method Based on a Multibranch Cross-Connection Convolutional Neural Network (2021)A Facial Expression Recogniti…A Lightweight Convolutional Neural Network for Real-Time Facial Expression Detection (2020)A Lightweight Convolutional N…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)A Main Directional Mean Optical Flow Feature for Spontaneous Micro-Expression Recognition (2015)A Brief Review of Facial Emotion Recognition Based on Visual Information (2018)Facial Action Coding System (1978)Web-Based Database for Facial Expression Analysis (2005)Occlusion Aware Facial Expression Recognition Using CNN With Attention Mechanism (2018)Reliable Crowdsourcing and Deep Locality-Preserving Learning for Unconstrained Facial Expression Recognition (2018)An approach to environmental psychology (1974)Telling Lies: Clues to Deceit in the Marketplace, Politics, and Marriage (1985)Measuring emotion: The self-assessment manikin and the semantic differential (1994)Shallow Triple Stream Three-dimensional CNN (STSTNet) for Micro-expression Recognition (2019)A systematic review on affective computing: emotion models, databases, and recent advances (2022)Constants across cultures in the face and emotion. (1971)CREMA-D: Crowd-Sourced Emotional Multimodal Actors Dataset (2014)What you Feel, Is what you like Influence of Message Appeals on Customer Engagement on Instagram (2019)Region Attention Networks for Pose and Occlusion Robust Facial Expression Recognition (2020)Suppressing Uncertainties for Large-Scale Facial Expression Recognition (2020)Affective Computing (1997)Comprehensive database for facial expression analysis (2002)A Survey of Affect Recognition Methods: Audio, Visual, and Spontaneous Expressions (2008)Video-based Facial Micro-Expression Analysis: A Survey of Datasets, Features and Algorithms (2021)CapsuleNet for Micro-Expression Recognition (2019)Revealing the Invisible With Model and Data Shrinking for Composite-Database Micro-Expression Recognition (2020)Deep Learning for Human Affect Recognition: Insights and New Developments (2019)Leveraging recent advances in deep learning for audio-Visual emotion recognition (2021)Deep learning-based multimodal emotion recognition from audio, visual, and text modalities: A systematic review of recent advancements and future prospects (2023)A Neural Micro-Expression Recognizer (2019)Feature refinement: An expression-specific feature learning and fusion method for micro-expression recognition (2021)
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References

  • 2016Going deeper in facial expression recognition using deep neural networks1,117 cited
  • 2014CASME II: An Improved Spontaneous Micro-Expression Database and the Baseline Evaluation993 cited
  • 2016Training deep networks for facial expression recognition with crowd-sourced label distribution925 cited
  • 2016SAMM: A Spontaneous Micro-Facial Movement Dataset715 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
  • 2019Spatiotemporal Recurrent Convolutional Networks for Recognizing Spontaneous Micro-Expressions293 cited
  • 2016Microexpression Identification and Categorization Using a Facial Dynamics Map284 cited
  • 2017Multi-Objective Based Spatio-Temporal Feature Representation Learning Robust to Expression Intensity Variations for Facial Expression Recognition257 cited
  • 2018Enriched Long-Term Recurrent Convolutional Network for Facial Micro-Expression Recognition244 cited
  • 2017Facial Expression Recognition Using Weighted Mixture Deep Neural Network Based on Double-Channel Facial Images204 cited
  • 2017Fuzzy Histogram of Optical Flow Orientations for Micro-Expression Recognition175 cited

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2018
Micro-expression recognition based on 3D flow convolutional neural network
173 cited
  • 2018A Survey of Automatic Facial Micro-Expression Analysis: Databases, Methods, and Challenges163 cited
  • 2018From Macro to Micro Expression Recognition: Deep Learning on Small Datasets Using Transfer Learning156 cited
  • Cited by

    • 2020A Lightweight Convolutional Neural Network for Real-Time Facial Expression Detection99 cited
    • 2021Dual integrated convolutional neural network for real-time facial expression recognition in the wild69 cited
    • 2021A Facial Expression Recognition Method Based on a Multibranch Cross-Connection Convolutional Neural Network69 cited