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Facial Emotion Detection to Assess Learner's State of Mind in an Online Learning System
7 references·6 citing·46 second hop
Facial Emotion Detection to Assess Learner's State of Mind in an Online Learning System (2020)Facial Emotion Detection to Assess Learne…Deep-Emotion: Facial Expression Recognition Using Attentional Convolutional Network (2021)Deep-Emotion: Facial Expressi…Deep Facial Expression Recognition: A Survey (2020)Deep Facial Expression Recogn…Learning Affective Video Features for Facial Expression Recognition via Hybrid Deep Learning (2019)Learning Affective Video Feat…An Emotion Recognition Model Based on Facial Recognition in Virtual Learning Environment (2018)An Emotion Recognition Model …A Survey on Human Face Expression Recognition Techniques (2018)A Survey on Human Face Expres…Student Emotion Recognition System (SERS) for e-learning Improvement Based on Learner Concentration Metric (2016)Student Emotion Recognition S…Deep Learning for Emotion Recognition on Small Datasets using Transfer Learning (2015)Deep Learning for Emotion Rec…Emotion recognition for enhanced learning: using AI to detect students’ emotions and adjust teaching methods (2025)Emotion recognition for enhan…Bringing Emotion Recognition Out of the Lab into Real Life: Recent Advances in Sensors and Machine Learning (2022)Bringing Emotion Recognition …A deep-learning-based facial expression recognition method using textural features (2022)A deep-learning-based facial …Students’ emotion extraction and visualization for engagement detection in online learning (2021)Students’ emotion extraction …Facial emotion recognition based on Textural pattern and Convolutional Neural Network (2021)Facial emotion recognition ba…Big Data Classification: Applications and Challenges (2021)Big Data Classification: Appl…Collecting Large, Richly Annotated Facial-Expression Databases from Movies (2012)Automatic Analysis of Facial Affect: A Survey of Registration, Representation, and Recognition (2014)FaceNet2ExpNet: Regularizing a Deep Face Recognition Net for Expression Recognition (2017)Emotion recognition using deep learning approach from audio–visual emotional big data (2018)Deep learning-based facial emotion recognition for human–computer interaction applications (2021)The Cognitive Structure of Emotions (1988)The cognitive structure of emotions (1989)Motivation and action (2008)Facial Emotion Recognition of Students using Convolutional Neural Network (2019)Understanding Education Difficulty During COVID-19 Lockdown: Reports on Malaysian University Students’ Experience (2020)The expression of the emotions in man and animals. (1872)Facial Action Coding System (1978)A circumplex model of affect. (1980)Region Attention Networks for Pose and Occlusion Robust Facial Expression Recognition (2020)A survey on facial emotion recognition techniques: A state-of-the-art literature review (2021)A systematic review on affective computing: emotion models, databases, and recent advances (2022)Automatic facial expression recognition using features of salient facial patches (2014)Going deeper in facial expression recognition using deep neural networks (2016)A Review on Automatic Facial Expression Recognition Systems Assisted by Multimodal Sensor Data (2019)A comprehensive survey on deep facial expression recognition: challenges, applications, and future guidelines (2023)Understanding Deep Learning Techniques for Recognition of Human Emotions Using Facial Expressions: A Comprehensive Survey (2023)Constants across cultures in the face and emotion. (1971)Emotion recognition in human-computer interaction (2001)The Extended Cohn-Kanade Dataset (CK+): A complete dataset for action unit and emotion-specified expression (2010)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)Web-Based Database for Facial Expression Analysis (2005)Joint Fine-Tuning in Deep Neural Networks for Facial Expression Recognition (2015)Facial expression recognition with Convolutional Neural Networks: Coping with few data and the training sample order (2016)Automatic detection of students’ affective states in classroom environment using hybrid convolutional neural networks (2019)Deploying Machine Learning Techniques for Human Emotion Detection (2022)Advances in Facial Expression Recognition: A Survey of Methods, Benchmarks, Models, and Datasets (2024)The national survey of student engagement: Conceptual and empirical foundations (2009)Student engagement literature review (2010)Automatic recognition of student emotions from facial expressions during a lecture (2020)Wearables for Engagement Detection in Learning Environments: A Review (2022)A multimodal facial cues based engagement detection system in e-learning context using deep learning approach (2023)A GENERAL PSYCHOEVOLUTIONARY THEORY OF EMOTION (1980)A database of German emotional speech (2005)Emotion Regulation: Current Status and Future Prospects (2015)Attention-Based Multi-Learning Approach for Speech Emotion Recognition With Dilated Convolution (2022)Toward cross-subject and cross-session generalization in EEG-based emotion recognition: Systematic review, taxonomy, and methods (2024)The role of positive emotions in positive psychology: The broaden-and-build theory of positive emotions. (2001)The Control-Value Theory of Achievement Emotions: Assumptions, Corollaries, and Implications for Educational Research and Practice (2006)Emotion Recognition From EEG Signal Focusing on Deep Learning and Shallow Learning Techniques (2021)
this work references cited by second hop

References

  • 2020Deep Facial Expression Recognition: A Survey1,942 cited
  • 2015Deep Learning for Emotion Recognition on Small Datasets using Transfer Learning657 cited
  • 2018A Survey on Human Face Expression Recognition Techniques325 cited
  • 2018An Emotion Recognition Model Based on Facial Recognition in Virtual Learning Environment227 cited
  • 2021Deep-Emotion: Facial Expression Recognition Using Attentional Convolutional Network184 cited
  • 2016Student Emotion Recognition System (SERS) for e-learning Improvement Based on Learner Concentration Metric166 cited
  • 2019Learning Affective Video Features for Facial Expression Recognition via Hybrid Deep Learning149 cited

Cited by

  • 2025Emotion recognition for enhanced learning: using AI to detect students’ emotions and adjust teaching methods81 cited
  • 2021Students’ emotion extraction and visualization for engagement detection in online learning75 cited
  • 2022Bringing Emotion Recognition Out of the Lab into Real Life: Recent Advances in Sensors and Machine Learning65 cited
  • 2021Facial emotion recognition based on Textural pattern and Convolutional Neural Network56 cited
  • 2022A deep-learning-based facial expression recognition method using textural features54 cited
  • 2021Big Data Classification: Applications and Challenges9 cited

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