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Using Facial Expression to Detect Emotion in E-learning System: A Deep Learning Method
11 references·0 citing·46 second hop
Using Facial Expression to Detect Emotion in E-learning System: A Deep Learning Method (2017)Using Facial Expression to Detect Emotion…Applying FaceReader to Recognize Consumer Emotions in Graphic Styles (2017)Applying FaceReader to Recogn…Facial Expression Recognition Using Decision Trees (2016)Facial Expression Recognition…Development of deep learning-based facial expression recognition system (2015)Development of deep learning-…AU-inspired Deep Networks for Facial Expression Feature Learning (2015)AU-inspired Deep Networks for…Analysis of EEG Signals and Facial Expressions for Continuous Emotion Detection (2015)Analysis of EEG Signals and F…An E-Learning System with Multifacial Emotion Recognition Using Supervised Machine Learning (2015)An E-Learning System with Mul…Emotion recognition using a hierarchical binary decision tree approach (2011)Emotion recognition using a h…The Extended Cohn-Kanade Dataset (CK+): A complete dataset for action unit and emotion-specified expression (2010)The Extended Cohn-Kanade Data…A Natural Visible and Infrared Facial Expression Database for Expression Recognition and Emotion Inference (2010)A Natural Visible and Infrare…The r FaceReader: Online facial expression recognition. (2005)The r FaceReader: Online faci…EMOTION AND E-LEARNING (2003)EMOTION AND E-LEARNINGFacial Action Coding System (1978)The FaceReader (2006)Measuring instant emotions based on facial expressions during computer-based assessment (2011)The effect of emotional feedback on behavioral intention to use computer based assessment (2012)A Survey of Affect Recognition Methods: Audio, Visual, and Spontaneous Expressions (2008)Facial Expression Recognition Using Weighted Mixture Deep Neural Network Based on Double-Channel Facial Images (2017)Deep multi-path convolutional neural network joint with salient region attention for facial expression recognition (2019)Region Attention Networks for Pose and Occlusion Robust Facial Expression Recognition (2020)Recognizing Facial Expression: Machine Learning and Application to Spontaneous Behavior (2005)The Handbook of emotion elicitation and assessment (2008)A high-resolution spontaneous 3D dynamic facial expression database (2013)Video Affective Content Analysis: A Survey of State-of-the-Art Methods (2015)A Review on Automatic Facial Expression Recognition Systems Assisted by Multimodal Sensor Data (2019)Interactive Robots as Social Partners and Peer Tutors for Children: A Field Trial (2004)Toward detecting emotions in spoken dialogs (2005)IEMOCAP: interactive emotional dyadic motion capture database (2008)Behavioral Signal Processing: Deriving Human Behavioral Informatics From Speech and Language (2013)Databases, features and classifiers for speech emotion recognition: a review (2018)Enhancements in Immediate Speech Emotion Detection: Harnessing Prosodic and Spectral Characteristics (2024)The Principles of Psychology (1891)Social Theory and Social Structure (1958)Frames of Mind: The Theory of Multiple Intelligences (1984)Emotional presence, learning, and the online learning environment (2012)Exploring user acceptance of 3D virtual worlds in travel and tourism marketing (2012)Impact of “e-Learning crack-up” perception on psychological distress among college students during COVID-19 pandemic: A mediating role of “fear of academic year loss” (2020)Investigating Causal Relations by Econometric Models and Cross-spectral Methods (1969)Measuring emotion: The self-assessment manikin and the semantic differential (1994)DEAP: A Database for Emotion Analysis ;Using Physiological Signals (2011)DREAMER: A Database for Emotion Recognition Through EEG and ECG Signals From Wireless Low-cost Off-the-Shelf Devices (2017)Real-Time Movie-Induced Discrete Emotion Recognition from EEG Signals (2017)EEG Based Emotion Recognition by Combining Functional Connectivity Network and Local Activations (2019)An argument for basic emotions (1992)Comprehensive database for facial expression analysis (2002)Emotion Recognition from Facial Expression Based on Fiducial Points Detection and using Neural Network (2018)Hyperparameter optimization in CNN for learning-centered emotion recognition for intelligent tutoring systems (2019)Facial Emotion Recognition in Verbal Communication Based on Deep Learning (2022)Cognitive, social, and physiological determinants of emotional state. (1962)Nonverbal communication in human interaction (1972)Possessions and the Extended Self (1988)I can see how you feel—Methodological considerations and handling of Noldus's FaceReader software for emotion measurement (2023)Facial Expression Recognition Based on Deep Learning: A Survey (2017)Facial expression recognition using optimized active regions (2018)Facial expression recognition: a review (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)Deep Facial Expression Recognition: A Survey (2020)
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References

  • 2010The Extended Cohn-Kanade Dataset (CK+): A complete dataset for action unit and emotion-specified expression4,299 cited
  • 2015Analysis of EEG Signals and Facial Expressions for Continuous Emotion Detection555 cited
  • 2010A Natural Visible and Infrared Facial Expression Database for Expression Recognition and Emotion Inference397 cited
  • 2011Emotion recognition using a hierarchical binary decision tree approach355 cited
  • 2003EMOTION AND E-LEARNING250 cited
  • 2015AU-inspired Deep Networks for Facial Expression Feature Learning224 cited
  • 2005The r FaceReader: Online facial expression recognition.114 cited
  • 2016Facial Expression Recognition Using Decision Trees90 cited
  • 2015Development of deep learning-based facial expression recognition system69 cited
  • 2017Applying FaceReader to Recognize Consumer Emotions in Graphic Styles51 cited
  • 2015An E-Learning System with Multifacial Emotion Recognition Using Supervised Machine Learning40 cited

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