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A 3D-convolutional neural network framework with ensemble learning techniques for multi-modal emotion recognition
16 references·6 citing·43 second hop
A 3D-convolutional neural network framework with ensemble learning techniques for multi-modal emotion recognition (2020)A 3D-convolutional neural network framewo…Deep Facial Expression Recognition: A Survey (2020)Deep Facial Expression Recogn…Accurate EEG-Based Emotion Recognition on Combined Features Using Deep Convolutional Neural Networks (2019)Accurate EEG-Based Emotion Re…A Multi-Column CNN Model for Emotion Recognition from EEG Signals (2019)A Multi-Column CNN Model for …A Hierarchical Bidirectional GRU Model With Attention for EEG-Based Emotion Classification (2019)A Hierarchical Bidirectional …Survey on Emotional Body Gesture Recognition (2018)Survey on Emotional Body Gest…EEG-Based Emotion Recognition using 3D Convolutional Neural Networks (2018)EEG-Based Emotion Recognition…A Review of Emotion Recognition Using Physiological Signals (2018)A Review of Emotion Recogniti…A Brief Review of Facial Emotion Recognition Based on Visual Information (2018)A Brief Review of Facial Emot…Facial Expression Recognition Using Enhanced Deep 3D Convolutional Neural Networks (2017)Facial Expression Recognition…Communication Without Words (2017)Communication Without WordsEmotion Recognition Using Multimodal Deep Learning (2016)Emotion Recognition Using Mul…Facial Expression Recognition: A Survey (2015)Facial Expression Recognition…DEAP: A Database for Emotion Analysis ;Using Physiological Signals (2011)DEAP: A Database for Emotion …Affect Recognition from Face and Body: Early Fusion vs. Late Fusion (2006)Affect Recognition from Face …A Decision-Theoretic Generalization of On-Line Learning and an Application to Boosting (1997)A Decision-Theoretic Generali…Valence focus and arousal focus: Individual differences in the structure of affective experience. (1995)Valence focus and arousal foc…Multimodal emotion recognition: A comprehensive review, trends, and challenges (2024)Multimodal emotion recognitio…Machine learning for human emotion recognition: a comprehensive review (2024)Machine learning for human em…Wearables for Engagement Detection in Learning Environments: A Review (2022)Wearables for Engagement Dete…Emotion recognition in EEG signals using the continuous wavelet transform and CNNs (2022)Emotion recognition in EEG si…A multimodal emotion recognition model integrating speech, video and MoCAP (2022)A multimodal emotion recognit…Deep BiLSTM neural network model for emotion detection using cross-dataset approach (2021)Deep BiLSTM neural network mo…A circumplex model of affect. (1980)Measuring emotion: The self-assessment manikin and the semantic differential (1994)Affective Computing (1997)A Multimodal Database for Affect Recognition and Implicit Tagging (2011)AffectNet: A Database for Facial Expression, Valence, and Arousal Computing in the Wild (2017)Development and validation of brief measures of positive and negative affect: The PANAS scales. (1988)Culture and the Self: Implications for Cognition, Emotion, and Motivation (1991)The Role of Culture and Gender in the Relationship between Positive and Negative Affect (1999)Seeing the silver lining: Cognitive reappraisal ability moderates the relationship between stress and depressive symptoms. (2010)Perceptions of emotion from facial expressions are not culturally universal: Evidence from a remote culture. (2014)Differential entropy feature for EEG-based emotion classification (2013)Investigating Critical Frequency Bands and Channels for EEG-Based Emotion Recognition with Deep Neural Networks (2015)Using Deep Convolutional Neural Network for Emotion Detection on a Physiological Signals Dataset (AMIGOS) (2018)Emotion Recognition from Multiband EEG Signals Using CapsNet (2019)EEG-based emotion recognition using an end-to-end regional-asymmetric convolutional neural network (2020)Constants across cultures in the face and emotion. (1971)The Extended Cohn-Kanade Dataset (CK+): A complete dataset for action unit and emotion-specified expression (2010)Going deeper in facial expression recognition using deep neural networks (2016)Driver’s Facial Expression Recognition in Real-Time for Safe Driving (2018)A snapshot research and implementation of multimodal information fusion for data-driven emotion recognition (2019)Investigating EEG-based functional connectivity patterns for multimodal emotion recognition (2022)Development and validation of brief measures of positive and negative affect: The PANAS scales. (1988)Emotion Recognition for Human-Robot Interaction: Recent Advances and Future Perspectives (2020)Emotion Recognition for Everyday Life Using Physiological Signals From Wearables: A Systematic Literature Review (2022)Deep learning-based multimodal emotion recognition from audio, visual, and text modalities: A systematic review of recent advancements and future prospects (2023)Facial Action Coding System (1978)Extended deep neural network for facial emotion recognition (2019)A systematic review on affective computing: emotion models, databases, and recent advances (2022)Comparing Recognition Performance and Robustness of Multimodal Deep Learning Models for Multimodal Emotion Recognition (2022)The expression of the emotions in man and animals. (1872)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)II.—WHAT IS AN EMOTION ? (1884)The James-Lange Theory of Emotions: A Critical Examination and an Alternative Theory (1927)A Review, Current Challenges, and Future Possibilities on Emotion Recognition Using Machine Learning and Physiological Signals (2019)Facial emotion recognition using deep learning: review and insights (2020)Emotion recognition and artificial intelligence: A systematic review (2014–2023) and research recommendations (2023)The Nonstochastic Multiarmed Bandit Problem (2002)Prediction, Learning, and Games (2006)Survey on speech emotion recognition: Features, classification schemes, and databases (2010)Real time facial expression recognition in video using support vector machines (2003)In the eye of the beholder? Universality and cultural specificity in the expression and perception of emotion (2011)Emotion Based Music Recommendation System Using Wearable Physiological Sensors (2018)
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References

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191 cited
  • 2019A Multi-Column CNN Model for Emotion Recognition from EEG Signals177 cited
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    • 2024Multimodal emotion recognition: A comprehensive review, trends, and challenges59 cited
    • 2022Emotion recognition in EEG signals using the continuous wavelet transform and CNNs53 cited
    • 2022A multimodal emotion recognition model integrating speech, video and MoCAP50 cited