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Transfer Learning for Facial Expression Recognition
16 references·0 citing·39 second hop
Transfer Learning for Facial Expression Recognition (2025)Transfer Learning for Facial Expression R…Understanding Deep Learning Techniques for Recognition of Human Emotions Using Facial Expressions: A Comprehensive Survey (2023)Understanding Deep Learning T…Facial emotion recognition based real-time learner engagement detection system in online learning context using deep learning models (2022)Facial emotion recognition ba…Video-based Facial Micro-Expression Analysis: A Survey of Datasets, Features and Algorithms (2021)Video-based Facial Micro-Expr…Facial Expression Recognition: A Review of Trends and Techniques (2021)Facial Expression Recognition…Facial Sentiment Analysis Using AI Techniques: State-of-the-Art, Taxonomies, and Challenges (2020)Facial Sentiment Analysis Usi…Facial Expression Recognition Using Frequency Neural Network (2020)Facial Expression Recognition…Efficient Facial Feature Learning with Wide Ensemble-Based Convolutional Neural Networks (2020)Efficient Facial Feature Lear…Discriminative deep multi-task learning for facial expression recognition (2020)Discriminative deep multi-tas…Deep Facial Expression Recognition: A Survey (2020)Deep Facial Expression Recogn…Recognizing learning emotion based on convolutional neural networks and transfer learning (2019)Recognizing learning emotion …Facial Expression Recognition: A Survey (2019)Facial Expression Recognition…Automatic facial expression recognition based on a deep convolutional-neural-network structure (2017)Automatic facial expression r…Going deeper in facial expression recognition using deep neural networks (2016)Going deeper in facial expres…Facial Emotion Recognition Based on Biorthogonal Wavelet Entropy, Fuzzy Support Vector Machine, and Stratified Cross Validation (2016)Facial Emotion Recognition Ba…EmotioNet: An Accurate, Real-Time Algorithm for the Automatic Annotation of a Million Facial Expressions in the Wild (2016)EmotioNet: An Accurate, Real-…The Extended Cohn-Kanade Dataset (CK+): A complete dataset for action unit and emotion-specified expression (2010)The Extended Cohn-Kanade Data…Facial Action Coding System (1978)Web-Based Database for Facial Expression Analysis (2005)A Brief Review of Facial Emotion Recognition Based on Visual Information (2018)Occlusion Aware Facial Expression Recognition Using CNN With Attention Mechanism (2018)Reliable Crowdsourcing and Deep Locality-Preserving Learning for Unconstrained Facial Expression Recognition (2018)Collecting Large, Richly Annotated Facial-Expression Databases from Movies (2012)DISFA: A Spontaneous Facial Action Intensity Database (2013)Facial Expression Recognition with Inconsistently Annotated Datasets (2018)Context-Aware Emotion Recognition Networks (2019)A systematic review on affective computing: emotion models, databases, and recent advances (2022)CAP: community activity prediction based on big data analysis (2014)Feature Extraction and Selection for Emotion Recognition from EEG (2014)Intelligent facial emotion recognition based on stationary wavelet entropy and Jaya algorithm (2017)SAE+LSTM: A New Framework for Emotion Recognition From Multi-Channel EEG (2019)Facial expression recognition via ResNet-50 (2021)The expression of the emotions in man and animals. (1872)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)An approach to environmental psychology (1974)An argument for basic emotions (1992)A Survey of AI-Based Facial Emotion Recognition: Features, ML & DL Techniques, Age-Wise Datasets and Future Directions (2021)ViTFER: Facial Emotion Recognition with Vision Transformers (2022)A Survey of Affect Recognition Methods: Audio, Visual, and Spontaneous Expressions (2008)AffectNet: A Database for Facial Expression, Valence, and Arousal Computing in the Wild (2017)Identifying emotions from facial expressions using a deep convolutional neural network-based approach (2023)Advances in Facial Expression Recognition: A Survey of Methods, Benchmarks, Models, and Datasets (2024)What are emotions? And how can they be measured? (2005)Deep Learning for Micro-Expression Recognition: A Survey (2022)Short and Long Range Relation Based Spatio-Temporal Transformer for Micro-Expression Recognition (2022)Micron-BERT: BERT-Based Facial Micro-Expression Recognition (2023)Reliable Crowdsourcing and Deep Locality-Preserving Learning for Expression Recognition in the Wild (2017)Covid-19 pandemic and online learning: the challenges and opportunities (2020)Online teaching-learning in higher education during lockdown period of COVID-19 pandemic (2020)Multimodal Emotion Detection via Attention-Based Fusion of Extracted Facial and Speech Features (2023)Revolutionizing online education: Advanced facial expression recognition for real-time student progress tracking via deep learning model (2024)Hybrid Facial Emotion Recognition Using CNN-Based Features (2023)A comprehensive review of deep learning in EEG-based emotion recognition: classifications, trends, and practical implications (2024)Advances in Neuroimaging and Deep Learning for Emotion Detection: A Systematic Review of Cognitive Neuroscience and Algorithmic Innovations (2025)
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References

  • 2010The Extended Cohn-Kanade Dataset (CK+): A complete dataset for action unit and emotion-specified expression4,299 cited
  • 2020Deep Facial Expression Recognition: A Survey1,942 cited
  • 2016Going deeper in facial expression recognition using deep neural networks1,117 cited
  • 2016EmotioNet: An Accurate, Real-Time Algorithm for the Automatic Annotation of a Million Facial Expressions in the Wild613 cited
  • 2021Video-based Facial Micro-Expression Analysis: A Survey of Datasets, Features and Algorithms308 cited
  • 2016Facial Emotion Recognition Based on Biorthogonal Wavelet Entropy, Fuzzy Support Vector Machine, and Stratified Cross Validation279 cited
  • 2022Facial emotion recognition based real-time learner engagement detection system in online learning context using deep learning models232 cited
  • 2019Facial Expression Recognition: A Survey195 cited
  • 2023Understanding Deep Learning Techniques for Recognition of Human Emotions Using Facial Expressions: A Comprehensive Survey165 cited
  • 2020Facial Sentiment Analysis Using AI Techniques: State-of-the-Art, Taxonomies, and Challenges157 cited
  • 2020Efficient Facial Feature Learning with Wide Ensemble-Based Convolutional Neural Networks151 cited
  • 2017Automatic facial expression recognition based on a deep convolutional-neural-network structure134 cited
  • 2020Discriminative deep multi-task learning for facial expression recognition90 cited

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  • 2020Facial Expression Recognition Using Frequency Neural Network87 cited
  • 2019Recognizing learning emotion based on convolutional neural networks and transfer learning85 cited
  • 2021Facial Expression Recognition: A Review of Trends and Techniques81 cited
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