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A Systematic Review on Multimodal Emotion Recognition: Building Blocks, Current State, Applications, and Challenges
16 references·1 citing·38 second hop
A Systematic Review on Multimodal Emotion Recognition: Building Blocks, Current State, Applications, and Challenges (2024)A Systematic Review on Multimodal Emotion…AffectNet: A Database for Facial Expression, Valence, and Arousal Computing in the Wild (2017)AffectNet: A Database for Fac…Investigating Critical Frequency Bands and Channels for EEG-Based Emotion Recognition with Deep Neural Networks (2015)Investigating Critical Freque…Emotion and Decision Making (2014)Emotion and Decision MakingDEAP: A Database for Emotion Analysis ;Using Physiological Signals (2011)DEAP: A Database for Emotion …Preferred Reporting Items for Systematic Reviews and Meta-Analyses: The PRISMA Statement (2009)Preferred Reporting Items for…IEMOCAP: interactive emotional dyadic motion capture database (2008)IEMOCAP: interactive emotiona…What are emotions? And how can they be measured? (2005)What are emotions? And how ca…A database of German emotional speech (2005)A database of German emotiona…Gesture Visible Action as Utterance (2004)Gesture Visible Action as Utt…User Acceptance of Information Technology: Toward A Unified View1 (2003)User Acceptance of Informatio…Measuring emotion: The self-assessment manikin and the semantic differential (1994)Measuring emotion: The self-a…The development of a six‐item short‐form of the state scale of the Spielberger State—Trait Anxiety Inventory (STAI) (1992)The development of a six‐item…Emotion And Adaptation (1991)Emotion And AdaptationDevelopment and validation of brief measures of positive and negative affect: The PANAS scales. (1988)Development and validation of…Facial Action Coding System (1978)Facial Action Coding SystemAn Inventory for Measuring Depression (1961)An Inventory for Measuring De…Multimodal Emotion Recognition Using Visual, Vocal and Physiological Signals: A Review (2024)Multimodal Emotion Recognitio…A circumplex model of affect. (1980)Affective Computing (1997)A Multimodal Database for Affect Recognition and Implicit Tagging (2011)Strengthening the Reporting of Observational Studies in Epidemiology (STROBE): Explanation and Elaboration (2007)The PRISMA Statement for Reporting Systematic Reviews and Meta-Analyses of Studies That Evaluate Health Care Interventions: Explanation and Elaboration (2009)The PRISMA Statement for Reporting Systematic Reviews and Meta-Analyses of Studies That Evaluate Health Care Interventions: Explanation and Elaboration (2009)The PRISMA statement for reporting systematic reviews and meta-analyses of studies that evaluate healthcare interventions: explanation and elaboration (2009)Rayyan—a web and mobile app for systematic reviews (2016)The PRISMA 2020 statement: an updated guideline for reporting systematic reviews (2021)Perceived Usefulness, Perceived Ease of Use, and User Acceptance of Information Technology (1989)The theory of planned behavior (1991)Consumer Acceptance and Use of Information Technology: Extending the Unified Theory of Acceptance and Use of Technology1 (2012)A new criterion for assessing discriminant validity in variance-based structural equation modeling (2014)Older Adults' Reasons for Using Technology while Aging in Place (2015)Diffusion of Innovations 1 (2019)The expression of the emotions in man and animals. (1872)The dynamic architecture of emotion: Evidence for the component process model (2009)Multimodal Emotion Recognition in Response to Videos (2011)Speech Emotion Recognition Using Deep Learning Techniques: A Review (2019)Manual for the State-Trait Anxiety Inventory (1970)Stress, social support, and the buffering hypothesis. (1985)Behavioral inhibition, behavioral activation, and affective responses to impending reward and punishment: The BIS/BAS Scales. (1994)Individual differences in two emotion regulation processes: Implications for affect, relationships, and well-being. (2003)The benefits of being present: Mindfulness and its role in psychological well-being. (2003)The nature and measurement of meaning. (1952)The Measurement of Meaning (1957)The Ryerson Audio-Visual Database of Emotional Speech and Song (RAVDESS): A dynamic, multimodal set of facial and vocal expressions in North American English (2018)Gesture and Thought (2005)Stance, Alignment, and Affiliation During Storytelling: When Nodding Is a Token of Affiliation (2008)A Method for Linguistic Metaphor Identification (2010)Comprehensive database for facial expression analysis (2002)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)The role of positive emotions in positive psychology: The broaden-and-build theory of positive emotions. (2001)Prejudice, social stress, and mental health in lesbian, gay, and bisexual populations: Conceptual issues and research evidence. (2003)Stress: Appraisal and Coping (2013)The CES-D Scale (1977)The PHQ-9 (2001)
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References

  • 2003User Acceptance of Information Technology: Toward A Unified View144,945 cited
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  • 2009Preferred Reporting Items for Systematic Reviews and Meta-Analyses: The PRISMA Statement37,549 cited
  • 1988Development and validation of brief measures of positive and negative affect: The PANAS scales.31,356 cited
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  • 1978Facial Action Coding System6,011 cited
  • 2011DEAP: A Database for Emotion Analysis ;Using Physiological Signals5,082 cited
  • 2005What are emotions? And how can they be measured?4,257 cited
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  • 2008IEMOCAP: interactive emotional dyadic motion capture database3,864 cited
  • 1992The development of a six‐item short‐form of the state scale of the Spielberger State—Trait Anxiety Inventory (STAI)3,244 cited
  • 2014Emotion and Decision Making2,908 cited
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  • 2005A database of German emotional speech

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2,365 cited
  • 2017AffectNet: A Database for Facial Expression, Valence, and Arousal Computing in the Wild2,335 cited
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    • 2024Multimodal Emotion Recognition Using Visual, Vocal and Physiological Signals: A Review82 cited