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A Novel Emotion Recognition System for Human–Robot Interaction (HRI) Using Deep Ensemble Classification
16 references·0 citing·38 second hop
A Novel Emotion Recognition System for Human–Robot Interaction (HRI) Using Deep Ensemble Classification (2025)A Novel Emotion Recognition System for Hu…Human-Computer Interaction for Recognizing Speech Emotions Using Multilayer Perceptron Classifier (2022)Human-Computer Interaction fo…Human emotion recognition from EEG-based brain–computer interface using machine learning: a comprehensive review (2022)Human emotion recognition fro…CubeMLP: An MLP-based Model for Multimodal Sentiment Analysis and Depression Estimation (2022)CubeMLP: An MLP-based Model f…Suppressing Uncertainties for Large-Scale Facial Expression Recognition (2020)Suppressing Uncertainties for…Region Attention Networks for Pose and Occlusion Robust Facial Expression Recognition (2020)Region Attention Networks for…Multimodal Integration of Emotional Signals from Voice, Body, and Context: Effects of (In)Congruence on Emotion Recognition and Attitudes Towards Robots (2019)Multimodal Integration of Emo…FERAtt: Facial Expression Recognition With Attention Net (2019)FERAtt: Facial Expression Rec…CNN and LSTM Based Facial Expression Analysis Model for a Humanoid Robot (2019)CNN and LSTM Based Facial Exp…Identity-Aware Convolutional Neural Network for Facial Expression Recognition (2017)Identity-Aware Convolutional …End-to-End Multimodal Emotion Recognition Using Deep Neural Networks (2017)End-to-End Multimodal Emotion…Audio-Visual Emotion Recognition in Video Clips (2017)Audio-Visual Emotion Recognit…Training deep networks for facial expression recognition with crowd-sourced label distribution (2016)Training deep networks for fa…Going deeper in facial expression recognition using deep neural networks (2016)Going deeper in facial expres…Multimodal emotion recognition using EEG and eye tracking data (2014)Multimodal emotion recognitio…The computer expression recognition toolbox (CERT) (2011)The computer expression recog…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)Comprehensive database for facial expression analysis (2002)Categorical and dimensional affect analysis in continuous input: Current trends and future directions (2012)AVEC 2016 (2016)Facial emotion recognition using convolutional neural networks (FERC) (2020)Constants across cultures in the face and emotion. (1971)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)CREMA-D: Crowd-Sourced Emotional Multimodal Actors Dataset (2014)What you Feel, Is what you like Influence of Message Appeals on Customer Engagement on Instagram (2019)A Concordance Correlation Coefficient to Evaluate Reproducibility (1989)Vocal communication of emotion: A review of research paradigms (2003)The Geneva Minimalistic Acoustic Parameter Set (GeMAPS) for Voice Research and Affective Computing (2015)Speech Emotion Recognition Using Deep Learning Techniques: A Review (2019)Speech emotion recognition: Emotional models, databases, features, preprocessing methods, supporting modalities, and classifiers (2019)A systematic review on affective computing: emotion models, databases, and recent advances (2022)Intonation and Its Uses (1989)The eNTERFACE’05 Audio-Visual Emotion Database (2006)EmoNets: Multimodal deep learning approaches for emotion recognition in video (2015)Speech Emotion Recognition with deep learning (2020)Automated emotion recognition: Current trends and future perspectives (2022)Multi-modal fusion network with complementarity and importance for emotion recognition (2022)A Survey of Affect Recognition Methods: Audio, Visual, and Spontaneous Expressions (2008)Local Learning With Deep and Handcrafted Features for Facial Expression Recognition (2019)Distract Your Attention: Multi-Head Cross Attention Network for Facial Expression Recognition (2023)AffectNet: A Database for Facial Expression, Valence, and Arousal Computing in the Wild (2017)Deep Facial Expression Recognition: A Survey (2020)Learning Deep Global Multi-Scale and Local Attention Features for Facial Expression Recognition in the Wild (2021)TransFER: Learning Relation-aware Facial Expression Representations with Transformers (2021)The expression of the emotions in man and animals. (1872)A circumplex model of affect. (1980)Approximate entropy as a measure of system complexity. (1991)Measuring emotion: The self-assessment manikin and the semantic differential (1994)Emotion recognition in EEG signals using deep learning methods: A review (2023)Role of machine learning and deep learning techniques in EEG-based BCI emotion recognition system: a review (2024)From Neural Networks to Emotional Networks: A Systematic Review of EEG-Based Emotion Recognition in Cognitive Neuroscience and Real-World Applications (2025)Reliable Crowdsourcing and Deep Locality-Preserving Learning for Expression Recognition in the Wild (2017)
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References

  • 2010The Extended Cohn-Kanade Dataset (CK+): A complete dataset for action unit and emotion-specified expression4,299 cited
  • 2016Going deeper in facial expression recognition using deep neural networks1,132 cited
  • 2020Region Attention Networks for Pose and Occlusion Robust Facial Expression Recognition957 cited
  • 2016Training deep networks for facial expression recognition with crowd-sourced label distribution925 cited
  • 2020Suppressing Uncertainties for Large-Scale Facial Expression Recognition771 cited
  • 2017End-to-End Multimodal Emotion Recognition Using Deep Neural Networks749 cited
  • 2011The computer expression recognition toolbox (CERT)552 cited
  • 2022Human emotion recognition from EEG-based brain–computer interface using machine learning: a comprehensive review429 cited
  • 2017Identity-Aware Convolutional Neural Network for Facial Expression Recognition334 cited
  • 2017Audio-Visual Emotion Recognition in Video Clips269 cited
  • 2014Multimodal emotion recognition using EEG and eye tracking data230 cited
  • 2019Multimodal Integration of Emotional Signals from Voice, Body, and Context: Effects of (In)Congruence on Emotion Recognition and Attitudes Towards Robots182 cited
  • 2022CubeMLP: An MLP-based Model for Multimodal Sentiment Analysis and Depression Estimation174 cited
  • 2022Human-Computer Interaction for Recognizing Speech Emotions Using Multilayer Perceptron Classifier

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142 cited
  • 2019FERAtt: Facial Expression Recognition With Attention Net141 cited
  • 2019CNN and LSTM Based Facial Expression Analysis Model for a Humanoid Robot108 cited
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