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Affect Recognition from Face and Body: Early Fusion vs. Late Fusion
6 references·14 citing·45 second hop
Affect Recognition from Face and Body: Early Fusion vs. Late Fusion (2006)Affect Recognition from Face and Body: Ea…Communication Without Words (2017)Communication Without WordsToward an affect-sensitive multimodal human-computer interaction (2003)Toward an affect-sensitive mu…Bimodal emotion recognition (2002)Bimodal emotion recognitionChildren's decoding of emotion in expressive body movement: The development of cue attunement. (1998)Children's decoding of emotio…The contribution of general features of body movement to the attribution of emotions (1989)The contribution of general f…Facial Action Coding System (1978)Facial Action Coding SystemAutomatic Emotion Recognition Using Temporal Multimodal Deep Learning (2020)Automatic Emotion Recognition…A 3D-convolutional neural network framework with ensemble learning techniques for multi-modal emotion recognition (2020)A 3D-convolutional neural net…Personalized Emotion Recognition by Personality-Aware High-Order Learning of Physiological Signals (2019)Personalized Emotion Recognit…Multimodal Depression Detection: Fusion of Electroencephalography and Paralinguistic Behaviors Using a Novel Strategy for Classifier Ensemble (2019)Multimodal Depression Detecti…Modeling Emotion in Complex Stories: The Stanford Emotional Narratives Dataset (2019)Modeling Emotion in Complex S…Emotion Recognition from Skeletal Movements (2019)Emotion Recognition from Skel…ARBEE: Towards Automated Recognition of Bodily Expression of Emotion in the Wild (2019)ARBEE: Towards Automated Reco…Using Synthetic Data to Improve Facial Expression Analysis with 3D Convolutional Networks (2017)Using Synthetic Data to Impro…Selective Transfer Machine for Personalized Facial Expression Analysis (2016)Selective Transfer Machine fo…A Survey on Human Emotion Recognition Approaches, Databases and Applications (2015)A Survey on Human Emotion Rec…Using physiological signals for emotion recognition (2013)Using physiological signals f…Emotion recognition and its application in software engineering (2013)Emotion recognition and its a…Multimodal Emotion Recognition (2010)Multimodal Emotion RecognitionA survey of affect recognition methods (2007)A survey of affect recognitio…Emotion recognition in human-computer interaction (2001)Comprehensive database for facial expression analysis (2002)What are emotions? And how can they be measured? (2005)Deep learning approaches for speech emotion recognition: state of the art and research challenges (2021)An ongoing review of speech emotion recognition (2023)The Repertoire of Nonverbal Behavior: Categories, Origins, Usage, and Coding (1969)Constants across cultures in the face and emotion. (1971)Human Emotions (1977)Recognising Human Emotions from Body Movement and Gesture Dynamics (2007)The perception of emotion in body expressions (2014)How Robots Influence Humans: A Survey of Nonverbal Communication in Social Human–Robot Interaction (2019)The Senses Considered as Perceptual Systems (1969)The Psychology of Emotions (1991)Handbook of Emotions (1993)Brain Networks Involved in Viewing Angry Hands or Faces (2005)Automatic analysis of affective postures and body motion to detect engagement with a game companion (2011)Development and validation of brief measures of positive and negative affect: The PANAS scales. (1988)Affective Computing (1997)Facing Airport Security: Affect, Biopolitics, and the Preemptive Securitisation of the Mobile Body (2009)The SEMAINE API: Towards a Standards-Based Framework for Building Emotion-Oriented Systems (2010)FERA 2017 - Addressing Head Pose in the Third Facial Expression Recognition and Analysis Challenge (2017)The expression of the emotions in man and animals. (1872)Emotional Intelligence (1990)Recognising realistic emotions and affect in speech: State of the art and lessons learnt from the first challenge (2011)Social Signal Processing (2017)Speech emotion recognition: Emotional models, databases, features, preprocessing methods, supporting modalities, and classifiers (2019)The Extended Cohn-Kanade Dataset (CK+): A complete dataset for action unit and emotion-specified expression (2010)Automatic Analysis of Facial Affect: A Survey of Registration, Representation, and Recognition (2014)Adaptive Feature Mapping for Customizing Deep Learning Based Facial Expression Recognition Model (2018)A Deeper Look at Facial Expression Dataset Bias (2020)A novel transferability attention neural network model for EEG emotion recognition (2021)A Decision-Theoretic Generalization of On-Line Learning and an Application to Boosting (1997)DEAP: A Database for Emotion Analysis ;Using Physiological Signals (2011)Deep Facial Expression Recognition: A Survey (2020)Deep BiLSTM neural network model for emotion detection using cross-dataset approach (2021)Wearables for Engagement Detection in Learning Environments: A Review (2022)Machine learning for human emotion recognition: a comprehensive review (2024)A Survey of Affect Recognition Methods: Audio, Visual, and Spontaneous Expressions (2008)The Prosocial Classroom: Teacher Social and Emotional Competence in Relation to Student and Classroom Outcomes (2008)Multimodal information fusion application to human emotion recognition from face and speech (2009)Multimodal big data affective analytics: A comprehensive survey using text, audio, visual and physiological signals (2019)A survey of speech emotion recognition in natural environment (2020)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

  • 1978Facial Action Coding System6,011 cited
  • 2017Communication Without Words879 cited
  • 2003Toward an affect-sensitive multimodal human-computer interaction792 cited
  • 1989The contribution of general features of body movement to the attribution of emotions408 cited
  • 1998Children's decoding of emotion in expressive body movement: The development of cue attunement.225 cited
  • 2002Bimodal emotion recognition196 cited

Cited by

  • 2016Selective Transfer Machine for Personalized Facial Expression Analysis192 cited
  • 2007A survey of affect recognition methods144 cited
  • 2010Multimodal Emotion Recognition141 cited
  • 2020A 3D-convolutional neural network framework with ensemble learning techniques for multi-modal emotion recognition117 cited
  • 2013Using physiological signals for emotion recognition109 cited
  • 2019ARBEE: Towards Automated Recognition of Bodily Expression of Emotion in the Wild101 cited
  • 2020Automatic Emotion Recognition Using Temporal Multimodal Deep Learning101 cited
  • 2019Emotion Recognition from Skeletal Movements94 cited
  • 2013Emotion recognition and its application in software engineering

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91 cited
  • 2019Multimodal Depression Detection: Fusion of Electroencephalography and Paralinguistic Behaviors Using a Novel Strategy for Classifier Ensemble90 cited
  • 2019Personalized Emotion Recognition by Personality-Aware High-Order Learning of Physiological Signals80 cited
  • 2019Modeling Emotion in Complex Stories: The Stanford Emotional Narratives Dataset77 cited
  • 2017Using Synthetic Data to Improve Facial Expression Analysis with 3D Convolutional Networks76 cited
  • 2015A Survey on Human Emotion Recognition Approaches, Databases and Applications73 cited