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Hybrid Approach for Facial Expression Recognition Using Convolutional Neural Networks and SVM
16 references·0 citing·42 second hop
Hybrid Approach for Facial Expression Recognition Using Convolutional Neural Networks and SVM (2022)Hybrid Approach for Facial Expression Rec…Deep Facial Expression Recognition: A Survey (2020)Deep Facial Expression Recogn…CLSTM: Deep Feature-Based Speech Emotion Recognition Using the Hierarchical ConvLSTM Network (2020)CLSTM: Deep Feature-Based Spe…Facial Expression Recognition Using a Hybrid CNN–SIFT Aggregator (2017)Facial Expression Recognition…Selective deep features for micro-expression recognition (2016)Selective deep features for m…Going deeper in facial expression recognition using deep neural networks (2016)Going deeper in facial expres…Joint Fine-Tuning in Deep Neural Networks for Facial Expression Recognition (2015)Joint Fine-Tuning in Deep Neu…Image based Static Facial Expression Recognition with Multiple Deep Network Learning (2015)Image based Static Facial Exp…Facial expression recognition and histograms of oriented gradients: a comprehensive study (2015)Facial expression recognition…Face expression recognition with a 2-channel Convolutional Neural Network (2015)Face expression recognition w…Automatic facial expression recognition using features of salient facial patches (2014)Automatic facial expression r…Deep learning for robust feature generation in audiovisual emotion recognition (2013)Deep learning for robust feat…AU-aware Deep Networks for facial expression recognition (2013)AU-aware Deep Networks for fa…The Extended Cohn-Kanade Dataset (CK+): A complete dataset for action unit and emotion-specified expression (2010)The Extended Cohn-Kanade Data…Human Abilities: Emotional Intelligence (2007)Human Abilities: Emotional In…Real time facial expression recognition in video using support vector machines (2003)Real time facial expression r…Constants across cultures in the face and emotion. (1971)Constants across cultures in …The expression of the emotions in man and animals. (1872)The Repertoire of Nonverbal Behavior: Categories, Origins, Usage, and Coding (1969)Patterns of cognitive appraisal in emotion. (1985)What's basic about basic emotions? (1990)Affect, imagery, consciousness, Vol. 1: The positive affects. (1992)On the universality and cultural specificity of emotion recognition: A meta-analysis. (2002)Toward detecting emotions in spoken dialogs (2005)IEMOCAP: interactive emotional dyadic motion capture database (2008)Survey on speech emotion recognition: Features, classification schemes, and databases (2010)Hierarchical Convolutional Neural Networks for EEG-Based Emotion Recognition (2017)Learning Affective Features With a Hybrid Deep Model for Audio–Visual Emotion Recognition (2017)Speech Emotion Recognition From 3D Log-Mel Spectrograms With Deep Learning Network (2019)Facial expression recognition from video sequences: temporal and static modeling (2003)Recognizing Facial Expression: Machine Learning and Application to Spontaneous Behavior (2005)Affect Detection: An Interdisciplinary Review of Models, Methods, and Their Applications (2010)A survey on facial emotion recognition techniques: A state-of-the-art literature review (2021)Learning Deep Global Multi-Scale and Local Attention Features for Facial Expression Recognition in the Wild (2021)Emotion recognition and artificial intelligence: A systematic review (2014–2023) and research recommendations (2023)The media equation: how people treat computers, television, and new media like real people and places (1997)Comprehensive database for facial expression analysis (2002)Real-Time Inference of Complex Mental States from Facial Expressions and Head Gestures (2005)Real-time classification of evoked emotions using facial feature tracking and physiological responses (2007)Development of a Real-Time Emotion Recognition System Using Facial Expressions and EEG based on machine learning and deep neural network methods (2020)Construct validity in psychological tests. (1955)Frames of Mind: The Theory of Multiple Intelligences (1984)Emotion And Adaptation (1991)Emotional intelligence: New ability or eclectic traits? (2008)Emotional intelligence: An integrative meta-analysis and cascading model. (2010)The Ability Model of Emotional Intelligence: Principles and Updates (2016)Facial Action Coding System (1978)Web-Based Database for Facial Expression Analysis (2005)Occlusion Aware Facial Expression Recognition Using CNN With Attention Mechanism (2018)A Survey of Affect Recognition Methods: Audio, Visual, and Spontaneous Expressions (2008)FaceNet2ExpNet: Regularizing a Deep Face Recognition Net for Expression Recognition (2017)Identity-Aware Convolutional Neural Network for Facial Expression Recognition (2017)A circumplex model of affect. (1980)Region Attention Networks for Pose and Occlusion Robust Facial Expression Recognition (2020)AffectNet: A Database for Facial Expression, Valence, and Arousal Computing in the Wild (2017)Reliable Crowdsourcing and Deep Locality-Preserving Learning for Expression Recognition in the Wild (2017)A Brief Review of Facial Emotion Recognition Based on Visual Information (2018)Reliable Crowdsourcing and Deep Locality-Preserving Learning for Unconstrained Facial Expression Recognition (2018)A systematic review on affective computing: emotion models, databases, and recent advances (2022)
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References

  • 1971Constants across cultures in the face and emotion.5,506 cited
  • 2010The Extended Cohn-Kanade Dataset (CK+): A complete dataset for action unit and emotion-specified expression4,299 cited
  • 2007Human Abilities: Emotional Intelligence2,161 cited
  • 2020Deep Facial Expression Recognition: A Survey1,942 cited
  • 2016Going deeper in facial expression recognition using deep neural networks1,117 cited
  • 2015Joint Fine-Tuning in Deep Neural Networks for Facial Expression Recognition782 cited
  • 2015Image based Static Facial Expression Recognition with Multiple Deep Network Learning602 cited
  • 2014Automatic facial expression recognition using features of salient facial patches601 cited
  • 2013Deep learning for robust feature generation in audiovisual emotion recognition401 cited
  • 2003Real time facial expression recognition in video using support vector machines311 cited
  • 2013AU-aware Deep Networks for facial expression recognition229 cited
  • 2015Facial expression recognition and histograms of oriented gradients: a comprehensive study185 cited
  • 2016Selective deep features for micro-expression recognition146 cited
  • 2020CLSTM: Deep Feature-Based Speech Emotion Recognition Using the Hierarchical ConvLSTM Network145 cited

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2015
Face expression recognition with a 2-channel Convolutional Neural Network
140 cited
  • 2017Facial Expression Recognition Using a Hybrid CNN–SIFT Aggregator140 cited
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