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Enhancing Facial Expression Recognition System in Online Learning Context Using Efficient Deep Learning Model
16 references·0 citing·41 second hop
Enhancing Facial Expression Recognition System in Online Learning Context Using Efficient Deep Learning Model (2023)Enhancing Facial Expression Recognition S…New Trends in Emotion Recognition Using Image Analysis by Neural Networks, a Systematic Review (2023)New Trends in Emotion Recogni…A Dual-Direction Attention Mixed Feature Network for Facial Expression Recognition (2023)A Dual-Direction Attention Mi…Classifying Emotions and Engagement in Online Learning Based on a Single Facial Expression Recognition Neural Network (2022)Classifying Emotions and Enga…Suppressing Uncertainties for Large-Scale Facial Expression Recognition (2020)Suppressing Uncertainties for…OAENet: Oriented attention ensemble for accurate facial expression recognition (2020)OAENet: Oriented attention en…Fine-Grained Facial Expression Recognition in the Wild (2020)Fine-Grained Facial Expressio…eXnet: An Efficient Approach for Emotion Recognition in the Wild (2020)eXnet: An Efficient Approach …A Lightweight Convolutional Neural Network for Real-Time Facial Expression Detection (2020)A Lightweight Convolutional N…A Deep Multiscale Spatiotemporal Network for Assessing Depression From Facial Dynamics (2020)A Deep Multiscale Spatiotempo…Three convolutional neural network models for facial expression recognition in the wild (2019)Three convolutional neural ne…Comparative study on emotions analysis from facial expressions in children with and without learning disabilities in virtual learning environment (2019)Comparative study on emotions…Patch-Gated CNN for Occlusion-aware Facial Expression Recognition (2018)Patch-Gated CNN for Occlusion…Occlusion Aware Facial Expression Recognition Using CNN With Attention Mechanism (2018)Occlusion Aware Facial Expres…Micro-expression recognition based on 3D flow convolutional neural network (2018)Micro-expression recognition …Dynamics of affective states during complex learning (2011)Dynamics of affective states …The Extended Cohn-Kanade Dataset (CK+): A complete dataset for action unit and emotion-specified expression (2010)The Extended Cohn-Kanade Data…Mind in Society: The Development of Higher Psychological Processes (1978)A power primer. 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(1872)TransFER: Learning Relation-aware Facial Expression Representations with Transformers (2021)A systematic review on affective computing: emotion models, databases, and recent advances (2022)Measurement Reliability and Validity (2000)Deep Facial Expression Recognition: A Survey (2020)A hierarchical depression detection model based on vocal and emotional cues (2021)Diagnostic and Statistical Manual of Mental Disorders (2022)Spatial–Temporal Attention Network for Depression Recognition from facial videos (2023)DepMSTAT: Multimodal Spatio-Temporal Attentional Transformer for Depression Detection (2024)Affective Quality Attributed to Environments (1981)The Faces of Engagement: Automatic Recognition of Student Engagementfrom Facial Expressions (2014)A study on computer vision for facial emotion recognition (2023)Multimodal emotion recognition using cross modal audio-video fusion with attention and deep metric learning (2023)From Neural Networks to Emotional Networks: A Systematic Review of EEG-Based Emotion Recognition in Cognitive Neuroscience and Real-World Applications (2025)Training deep networks for facial expression recognition with crowd-sourced label distribution (2016)Region Attention Networks for Pose and Occlusion Robust Facial Expression Recognition (2020)PAtt-Lite: Lightweight Patch and Attention MobileNet for Challenging Facial Expression Recognition (2024)ResEmoteNet: Bridging Accuracy and Loss Reduction in Facial Emotion Recognition (2024)Learning Deep Global Multi-Scale and Local Attention Features for Facial Expression Recognition in the Wild (2021)
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References

  • 2010The Extended Cohn-Kanade Dataset (CK+): A complete dataset for action unit and emotion-specified expression4,299 cited
  • 2011Dynamics of affective states during complex learning1,094 cited
  • 2018Occlusion Aware Facial Expression Recognition Using CNN With Attention Mechanism914 cited
  • 2020Suppressing Uncertainties for Large-Scale Facial Expression Recognition771 cited
  • 2022Classifying Emotions and Engagement in Online Learning Based on a Single Facial Expression Recognition Neural Network351 cited
  • 2019Three convolutional neural network models for facial expression recognition in the wild186 cited
  • 2018Micro-expression recognition based on 3D flow convolutional neural network173 cited
  • 2018Patch-Gated CNN for Occlusion-aware Facial Expression Recognition170 cited
  • 2020A Deep Multiscale Spatiotemporal Network for Assessing Depression From Facial Dynamics116 cited
  • 2023A Dual-Direction Attention Mixed Feature Network for Facial Expression Recognition106 cited
  • 2020OAENet: Oriented attention ensemble for accurate facial expression recognition101 cited
  • 2020A Lightweight Convolutional Neural Network for Real-Time Facial Expression Detection99 cited
  • 2019Comparative study on emotions analysis from facial expressions in children with and without learning disabilities in virtual learning environment82 cited
  • 2020

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Fine-Grained Facial Expression Recognition in the Wild
79 cited
  • 2020eXnet: An Efficient Approach for Emotion Recognition in the Wild72 cited
  • 2023New Trends in Emotion Recognition Using Image Analysis by Neural Networks, a Systematic Review71 cited
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