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Virtual facial expression recognition using deep CNN with ensemble learning
16 references·0 citing·35 second hop
Virtual facial expression recognition using deep CNN with ensemble learning (2021)Virtual facial expression recognition usi…Deep-Emotion: Facial Expression Recognition Using Attentional Convolutional Network (2021)Deep-Emotion: Facial Expressi…Improved Facial Expression Recognition Based on DWT Feature for Deep CNN (2019)Improved Facial Expression Re…Facial expression recognition with convolutional neural networks via a new face cropping and rotation strategy (2019)Facial expression recognition…Efficient Facial Expression Recognition Algorithm Based on Hierarchical Deep Neural Network Structure (2019)Efficient Facial Expression R…Deep multi-path convolutional neural network joint with salient region attention for facial expression recognition (2019)Deep multi-path convolutional…Deep CNN: A Machine Learning Approach for Driver Drowsiness Detection Based on Eye State (2019)Deep CNN: A Machine Learning …Occlusion Aware Facial Expression Recognition Using CNN With Attention Mechanism (2018)Occlusion Aware Facial Expres…Facial Expression Recognition Using Hierarchical Features With Deep Comprehensive Multipatches Aggregation Convolutional Neural Networks (2018)Facial Expression Recognition…Supervised Committee of Convolutional Neural Networks in Automated Facial Expression Analysis (2017)Supervised Committee of Convo…Facial Expression Recognition Using Weighted Mixture Deep Neural Network Based on Double-Channel Facial Images (2017)Facial Expression Recognition…Facial Expression Recognition Using a Hybrid CNN–SIFT Aggregator (2017)Facial Expression Recognition…Automatic Facial Expression Recognition Using DCNN (2016)Automatic Facial Expression R…The Faces of Engagement: Automatic Recognition of Student Engagementfrom Facial Expressions (2014)The Faces of Engagement: Auto…The Extended Cohn-Kanade Dataset (CK+): A complete dataset for action unit and emotion-specified expression (2010)The Extended Cohn-Kanade Data…Real Time Face Detection and Facial Expression Recognition: Development and Applications to Human Computer Interaction. (2003)Real Time Face Detection and …Facial Action Coding System (1978)Facial Action Coding SystemA 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)Facial expression recognition with Convolutional Neural Networks: Coping with few data and the training sample order (2016)Going deeper in facial expression recognition using deep neural networks (2016)Facial Expression Recognition Using Computer Vision: A Systematic Review (2019)Facial Expression Recognition Using Local Gravitational Force Descriptor-Based Deep Convolution Neural Networks (2020)Advances in Facial Expression Recognition: A Survey of Methods, Benchmarks, Models, and Datasets (2024)Social signal processing: Survey of an emerging domain (2008)Automatic detection of students’ affective states in classroom environment using hybrid convolutional neural networks (2019)Understanding Deep Learning Techniques for Recognition of Human Emotions Using Facial Expressions: A Comprehensive Survey (2023)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)Region Attention Networks for Pose and Occlusion Robust Facial Expression Recognition (2020)Suppressing Uncertainties for Large-Scale Facial Expression Recognition (2020)Learning Deep Global Multi-Scale and Local Attention Features for Facial Expression Recognition in the Wild (2021)Constants across cultures in the face and emotion. (1971)Emotion recognition in human-computer interaction (2001)Facial Emotion Recognition: State of the Art Performance on FER2013 (2021)FER-net: facial expression recognition using deep neural net (2021)Facial Emotion Expressions in Human–Robot Interaction: A Survey (2022)Joint Fine-Tuning in Deep Neural Networks for Facial Expression Recognition (2015)Survey of Emotions in Human–Robot Interactions: Perspectives from Robotic Psychology on 20 Years of Research (2021)A Survey of Affect Recognition Methods: Audio, Visual, and Spontaneous Expressions (2008)The Prosocial Classroom: Teacher Social and Emotional Competence in Relation to Student and Classroom Outcomes (2008)Deep Facial Expression Recognition: A Survey (2020)Facial Emotion Recognition Using Conventional Machine Learning and Deep Learning Methods: Current Achievements, Analysis and Remaining Challenges (2022)Vision Transformer With Attentive Pooling for Robust Facial Expression Recognition (2022)A comprehensive survey on deep facial expression recognition: challenges, applications, and future guidelines (2023)
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References

  • 1978Facial Action Coding System6,011 cited
  • 2010The Extended Cohn-Kanade Dataset (CK+): A complete dataset for action unit and emotion-specified expression4,299 cited
  • 2018Occlusion Aware Facial Expression Recognition Using CNN With Attention Mechanism914 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
  • 2019Efficient Facial Expression Recognition Algorithm Based on Hierarchical Deep Neural Network Structure303 cited
  • 2018Facial Expression Recognition Using Hierarchical Features With Deep Comprehensive Multipatches Aggregation Convolutional Neural Networks214 cited
  • 2019Deep multi-path convolutional neural network joint with salient region attention for facial expression recognition209 cited
  • 2017Facial Expression Recognition Using Weighted Mixture Deep Neural Network Based on Double-Channel Facial Images204 cited
  • 2021Deep-Emotion: Facial Expression Recognition Using Attentional Convolutional Network184 cited
  • 2019Facial expression recognition with convolutional neural networks via a new face cropping and rotation strategy149 cited
  • 2019Deep CNN: A Machine Learning Approach for Driver Drowsiness Detection Based on Eye State142 cited
  • 2017Facial Expression Recognition Using a Hybrid CNN–SIFT Aggregator

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140 cited
  • 2016Automatic Facial Expression Recognition Using DCNN126 cited
  • 2017Supervised Committee of Convolutional Neural Networks in Automated Facial Expression Analysis110 cited
  • 2019Improved Facial Expression Recognition Based on DWT Feature for Deep CNN90 cited
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