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Multimodal Emotion Recognition Using Deep Canonical Correlation Analysis
16 references·3 citing·36 second hop
Multimodal Emotion Recognition Using Deep Canonical Correlation Analysis (2019)Multimodal Emotion Recognition Using Deep…EmotionMeter: A Multimodal Framework for Recognizing Human Emotions (2018)EmotionMeter: A Multimodal Fr…EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks (2018)EEG Emotion Recognition Using…A Brief Review of Facial Emotion Recognition Based on Visual Information (2018)A Brief Review of Facial Emot…Identifying Stable Patterns over Time for Emotion Recognition from EEG (2017)Identifying Stable Patterns o…DREAMER: A Database for Emotion Recognition Through EEG and ECG Signals From Wireless Low-cost Off-the-Shelf Devices (2017)DREAMER: A Database for Emoti…AffectNet: A Database for Facial Expression, Valence, and Arousal Computing in the Wild (2017)AffectNet: A Database for Fac…A review of affective computing: From unimodal analysis to multimodal fusion (2017)A review of affective computi…Investigating Critical Frequency Bands and Channels for EEG-Based Emotion Recognition with Deep Neural Networks (2015)Investigating Critical Freque…Emotional state classification from EEG data using machine learning approach (2013)Emotional state classificatio…Differential entropy feature for EEG-based emotion classification (2013)Differential entropy feature …Multimodal Emotion Recognition in Response to Videos (2011)Multimodal Emotion Recognitio…DEAP: A Database for Emotion Analysis ;Using Physiological Signals (2011)DEAP: A Database for Emotion …Survey on speech emotion recognition: Features, classification schemes, and databases (2010)Survey on speech emotion reco…Emotion recognition based on physiological changes in music listening (2008)Emotion recognition based on …Toward machine emotional intelligence: analysis of affective physiological state (2001)Toward machine emotional inte…Affective Computing (1997)Affective ComputingTrial Selection Tensor Canonical Correlation Analysis (TSTCCA) for Depression Recognition With Facial Expression and Pupil Diameter (2023)Trial Selection Tensor Canoni…Multi-Channel Weight-Sharing Autoencoder Based on Cascade Multi-Head Attention for Multimodal Emotion Recognition (2022)Multi-Channel Weight-Sharing …A comparison of emotion recognition system using electrocardiogram (ECG) and photoplethysmogram (PPG) (2022)A comparison of emotion recog…A revised version of the psychoticism scale (1985)Personality and Individual Differences (1985)Emotion recognition in human-computer interaction (2001)Emotions Recognition Using EEG Signals: A Survey (2017)Spatial–Temporal Recurrent Neural Network for Emotion Recognition (2018)A systematic review on affective computing: emotion models, databases, and recent advances (2022)A circumplex model of affect. (1980)Measuring emotion: The self-assessment manikin and the semantic differential (1994)A Multimodal Database for Affect Recognition and Implicit Tagging (2011)Attention, intentions, and the structure of discourse (1986)A Decision-Theoretic Generalization of On-Line Learning and an Application to Boosting (1997)Speech emotion recognition using deep neural network and extreme learning machine (2014)Speech emotion recognition using deep 1D & 2D CNN LSTM networks (2018)The James-Lange Theory of Emotions: A Critical Examination and an Alternative Theory (1927)Acoustic profiles in vocal emotion expression. (1996)Detecting Stress During Real-World Driving Tasks Using Physiological Sensors (2005)Measures of emotion: A review (2009)The expression of the emotions in man and animals. (1872)IEMOCAP: interactive emotional dyadic motion capture database (2008)MELD: A Multimodal Multi-Party Dataset for Emotion Recognition in Conversations (2019)Artificial intelligence for sustainability: Challenges, opportunities, and a research agenda (2020)Emotion recognition using multi-modal data and machine learning techniques: A tutorial and review (2020)A Coefficient of Agreement for Nominal Scales (1960)Intraclass correlations: Uses in assessing rater reliability. (1979)Occlusion Aware Facial Expression Recognition Using CNN With Attention Mechanism (2018)Deep Facial Expression Recognition: A Survey (2020)Region Attention Networks for Pose and Occlusion Robust Facial Expression Recognition (2020)Development and validation of brief measures of positive and negative affect: The PANAS scales. (1988)Development and validation of brief measures of positive and negative affect: The PANAS scales. (1988)EEG-Based Emotion Recognition Using Regularized Graph Neural Networks (2020)EEG Based Emotion Recognition: A Tutorial and Review (2022)Emotion recognition and artificial intelligence: A systematic review (2014–2023) and research recommendations (2023)Mechanism Design via Differential Privacy (2007)A Review of Emotion Recognition Using Physiological Signals (2018)EEG-Based Emotion Recognition via Channel-Wise Attention and Self Attention (2020)Machines and Mindlessness: Social Responses to Computers (2000)
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References

  • 1997Affective Computing7,373 cited
  • 2011DEAP: A Database for Emotion Analysis ;Using Physiological Signals5,082 cited
  • 2015Investigating Critical Frequency Bands and Channels for EEG-Based Emotion Recognition with Deep Neural Networks2,616 cited
  • 2017AffectNet: A Database for Facial Expression, Valence, and Arousal Computing in the Wild2,335 cited
  • 2001Toward machine emotional intelligence: analysis of affective physiological state2,334 cited
  • 2010Survey on speech emotion recognition: Features, classification schemes, and databases2,076 cited
  • 2017A review of affective computing: From unimodal analysis to multimodal fusion1,640 cited
  • 2018EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks1,605 cited
  • 2018EmotionMeter: A Multimodal Framework for Recognizing Human Emotions1,274 cited
  • 2013Differential entropy feature for EEG-based emotion classification1,215 cited
  • 2017DREAMER: A Database for Emotion Recognition Through EEG and ECG Signals From Wireless Low-cost Off-the-Shelf Devices1,130 cited
  • 2008Emotion recognition based on physiological changes in music listening1,085 cited
  • 2017Identifying Stable Patterns over Time for Emotion Recognition from EEG995 cited
  • 2013Emotional state classification from EEG data using machine learning approach

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757 cited
  • 2018A Brief Review of Facial Emotion Recognition Based on Visual Information726 cited
  • 2011Multimodal Emotion Recognition in Response to Videos723 cited
  • Cited by

    • 2022Multi-Channel Weight-Sharing Autoencoder Based on Cascade Multi-Head Attention for Multimodal Emotion Recognition56 cited
    • 2022A comparison of emotion recognition system using electrocardiogram (ECG) and photoplethysmogram (PPG)54 cited
    • 2023Trial Selection Tensor Canonical Correlation Analysis (TSTCCA) for Depression Recognition With Facial Expression and Pupil Diameter53 cited