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Supervised Committee of Convolutional Neural Networks in Automated Facial Expression Analysis
15 references·12 citing·36 second hop
Supervised Committee of Convolutional Neural Networks in Automated Facial Expression Analysis (2017)Supervised Committee of Convolutional Neu…FaceNet2ExpNet: Regularizing a Deep Face Recognition Net for Expression Recognition (2017)FaceNet2ExpNet: Regularizing …Hierarchical committee of deep convolutional neural networks for robust facial expression recognition (2016)Hierarchical committee of dee…Going deeper in facial expression recognition using deep neural networks (2016)Going deeper in facial expres…Automatic Facial Expression Recognition Using DCNN (2016)Automatic Facial Expression R…Video and Image based Emotion Recognition Challenges in the Wild (2015)Video and Image based Emotion…Joint Fine-Tuning in Deep Neural Networks for Facial Expression Recognition (2015)Joint Fine-Tuning in Deep Neu…Hierarchical Committee of Deep CNNs with Exponentially-Weighted Decision Fusion for Static Facial Expression Recognition (2015)Hierarchical Committee of Dee…Emotion Recognition in the Wild via Convolutional Neural Networks and Mapped Binary Patterns (2015)Emotion Recognition in the Wi…The Faces of Engagement: Automatic Recognition of Student Engagementfrom Facial Expressions (2014)The Faces of Engagement: Auto…Automatic Analysis of Facial Affect: A Survey of Registration, Representation, and Recognition (2014)Automatic Analysis of Facial …Deep learning for robust feature generation in audiovisual emotion recognition (2013)Deep learning for robust feat…The Extended Cohn-Kanade Dataset (CK+): A complete dataset for action unit and emotion-specified expression (2010)The Extended Cohn-Kanade Data…Web-Based Database for Facial Expression Analysis (2005)Web-Based Database for Facial…Real Time Face Detection and Facial Expression Recognition: Development and Applications to Human Computer Interaction. (2003)Real Time Face Detection and …Constants across cultures in the face and emotion. (1971)Constants across cultures in …Systematic Review of Emotion Detection with Computer Vision and Deep Learning (2024)Systematic Review of Emotion …Efficient Net-XGBoost: An Implementation for Facial Emotion Recognition Using Transfer Learning (2023)Efficient Net-XGBoost: An Imp…FLEPNet: Feature Level Ensemble Parallel Network for Facial Expression Recognition (2022)FLEPNet: Feature Level Ensemb…A deep-learning-based facial expression recognition method using textural features (2022)A deep-learning-based facial …Virtual facial expression recognition using deep CNN with ensemble learning (2021)Virtual facial expression rec…Learning Informative and Discriminative Features for Facial Expression Recognition in the Wild (2021)Learning Informative and Disc…Geometry-Aware Facial Expression Recognition via Attentive Graph Convolutional Networks (2021)Geometry-Aware Facial Express…Deception in the eyes of deceiver: A computer vision and machine learning based automated deception detection (2020)Deception in the eyes of dece…TensorFlow-Based Automatic Personality Recognition Used in Asynchronous Video Interviews (2019)TensorFlow-Based Automatic Pe…Fast Facial emotion recognition Using Convolutional Neural Networks and Gabor Filters (2019)Fast Facial emotion recogniti…Facial expression recognition for monitoring neurological disorders based on convolutional neural network (2019)Facial expression recognition…Facial expression recognition boosted by soft label with a diverse ensemble (2019)Facial expression recognition…The expression of the emotions in man and animals. 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(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)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)Automated Detection of Engagement Using Video-Based Estimation of Facial Expressions and Heart Rate (2016)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)Comprehensive database for facial expression analysis (2002)Automatic Recognition of Facial Actions in Spontaneous Expressions (2006)Dynamic Difficulty Adjustment in Computer Games Through Real-Time Anxiety-Based Affective Feedback (2009)Face Expression Recognition and Analysis: The State of the Art (2012)Design Patterns: Elements of Reusable Object-Oriented Software (1994)CREMA-D: Crowd-Sourced Emotional Multimodal Actors Dataset (2014)Occlusion Aware Facial Expression Recognition Using CNN With Attention Mechanism (2018)Deep Learning for Emotion Recognition on Small Datasets using Transfer Learning (2015)Local Learning With Deep and Handcrafted Features for Facial Expression Recognition (2019)Facial Emotion Recognition Using Transfer Learning in the Deep CNN (2021)Learning Deep Global Multi-Scale and Local Attention Features for Facial Expression Recognition in the Wild (2021)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)Deep Facial Expression Recognition: A Survey (2020)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)
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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
  • 2016Going deeper in facial expression recognition using deep neural networks1,117 cited
  • 2005Web-Based Database for Facial Expression Analysis1,104 cited
  • 2015Joint Fine-Tuning in Deep Neural Networks for Facial Expression Recognition782 cited
  • 2014Automatic Analysis of Facial Affect: A Survey of Registration, Representation, and Recognition685 cited
  • 2014The Faces of Engagement: Automatic Recognition of Student Engagementfrom Facial Expressions683 cited
  • 2003Real Time Face Detection and Facial Expression Recognition: Development and Applications to Human Computer Interaction.578 cited
  • 2017FaceNet2ExpNet: Regularizing a Deep Face Recognition Net for Expression Recognition416 cited
  • 2013Deep learning for robust feature generation in audiovisual emotion recognition401 cited
  • 2015Emotion Recognition in the Wild via Convolutional Neural Networks and Mapped Binary Patterns336 cited
  • 2015Video and Image based Emotion Recognition Challenges in the Wild305 cited
  • 2016Hierarchical committee of deep convolutional neural networks for robust facial expression recognition243 cited
  • 2015Hierarchical Committee of Deep CNNs with Exponentially-Weighted Decision Fusion for Static Facial Expression Recognition

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126 cited
  • 2016Automatic Facial Expression Recognition Using DCNN126 cited
  • Cited by

    • 2019Facial expression recognition for monitoring neurological disorders based on convolutional neural network110 cited
    • 2019Fast Facial emotion recognition Using Convolutional Neural Networks and Gabor Filters96 cited
    • 2019TensorFlow-Based Automatic Personality Recognition Used in Asynchronous Video Interviews94 cited
    • 2020Deception in the eyes of deceiver: A computer vision and machine learning based automated deception detection84 cited
    • 2022FLEPNet: Feature Level Ensemble Parallel Network for Facial Expression Recognition79 cited
    • 2023Efficient Net-XGBoost: An Implementation for Facial Emotion Recognition Using Transfer Learning74 cited
    • 2019Facial expression recognition boosted by soft label with a diverse ensemble72 cited
    • 2024Systematic Review of Emotion Detection with Computer Vision and Deep Learning66 cited
    • 2021Learning Informative and Discriminative Features for Facial Expression Recognition in the Wild64 cited
    • 2021Virtual facial expression recognition using deep CNN with ensemble learning57 cited
    • 2022A deep-learning-based facial expression recognition method using textural features54 cited
    • 2021Geometry-Aware Facial Expression Recognition via Attentive Graph Convolutional Networks49 cited