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Dual-modality spatiotemporal feature learning for spontaneous facial expression recognition in e-learning using hybrid deep neural network
16 references·0 citing·38 second hop
Dual-modality spatiotemporal feature learning for spontaneous facial expression recognition in e-learning using hybrid deep neural network (2019)Dual-modality spatiotemporal feature lear…Spatial–Temporal Recurrent Neural Network for Emotion Recognition (2018)Spatial–Temporal Recurrent Ne…Emotion recognition using facial expressions (2017)Emotion recognition using fac…CAS(ME): A Database for Spontaneous Macro-Expression and Micro-Expression Spotting and Recognition (2017)CAS(ME): A Database for Spont…Automated Detection of Engagement Using Video-Based Estimation of Facial Expressions and Heart Rate (2016)Automated Detection of Engage…Recurrent Neural Networks for Emotion Recognition in Video (2015)Recurrent Neural Networks for…Image based Static Facial Expression Recognition with Multiple Deep Network Learning (2015)Image based Static Facial Exp…A Main Directional Mean Optical Flow Feature for Spontaneous Micro-Expression Recognition (2015)A Main Directional Mean Optic…The Faces of Engagement: Automatic Recognition of Student Engagementfrom Facial Expressions (2014)The Faces of Engagement: Auto…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 …A Survey of Affect Recognition Methods: Audio, Visual, and Spontaneous Expressions (2008)A Survey of Affect Recognitio…Web-Based Database for Facial Expression Analysis (2005)Web-Based Database for Facial…Vocal communication of emotion: A review of research paradigms (2003)Vocal communication of emotio…Comprehensive database for facial expression analysis (2002)Comprehensive database for fa…Affective Computing (1997)Affective ComputingPositive affect and decision making. (1993)Positive affect and decision …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)An argument for basic emotions (1992)Are Emotions Natural Kinds? (2006)Measures of emotion: A review (2009)Survey on speech emotion recognition: Features, classification schemes, and databases (2010)Nonverbal Leakage and Clues to Deception † (1969)Telling Lies: Clues to Deceit in the Marketplace, Politics, and Marriage (1985)SAMM: A Spontaneous Micro-Facial Movement Dataset (2016)A Brief Review of Facial Emotion Recognition Based on Visual Information (2018)A Decision-Theoretic Generalization of On-Line Learning and an Application to Boosting (1997)School Engagement: Potential of the Concept, State of the Evidence (2004)Microexpression Identification and Categorization Using a Facial Dynamics Map (2016)Classifying Emotions and Engagement in Online Learning Based on a Single Facial Expression Recognition Neural Network (2022)Social and emotional messages of smiling: An ethological approach. (1979)Measuring facial expressions by computer image analysis (1999)A Multimodal Database for Affect Recognition and Implicit Tagging (2011)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)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)Deep Facial Expression Recognition: A Survey (2020)Design Patterns: Elements of Reusable Object-Oriented Software (1994)CREMA-D: Crowd-Sourced Emotional Multimodal Actors Dataset (2014)Going deeper in facial expression recognition using deep neural networks (2016)The role of positive emotions in positive psychology: The broaden-and-build theory of positive emotions. (2001)The Benefits of Frequent Positive Affect: Does Happiness Lead to Success? (2005)The Control-Value Theory of Achievement Emotions: Assumptions, Corollaries, and Implications for Educational Research and Practice (2006)FaceNet2ExpNet: Regularizing a Deep Face Recognition Net for Expression Recognition (2017)Region Attention Networks for Pose and Occlusion Robust Facial Expression Recognition (2020)A survey on facial emotion recognition techniques: A state-of-the-art literature review (2021)Machines and Mindlessness: Social Responses to Computers (2000)DEAP: A Database for Emotion Analysis ;Using Physiological Signals (2011)Artificial Intelligence in Service (2018)
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  • 2002Comprehensive database for facial expression analysis2,612 cited
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  • 2016Automated Detection of Engagement Using Video-Based Estimation of Facial Expressions and Heart Rate331 cited
  • 2017

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Emotion recognition using facial expressions
311 cited
  • 2017CAS(ME): A Database for Spontaneous Macro-Expression and Micro-Expression Spotting and Recognition294 cited
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