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Using computer-vision and machine learning to automate facial coding of positive and negative affect intensity
16 references·0 citing·40 second hop
Using computer-vision and machine learning to automate facial coding of positive and negative affect intensity (2019)Using computer-vision and machine learnin…AffectNet: A Database for Facial Expression, Valence, and Arousal Computing in the Wild (2017)AffectNet: A Database for Fac…The computer expression recognition toolbox (CERT) (2011)The computer expression recog…The Importance of Being Flexible (2004)The Importance of Being Flexi…Effects of positive and negative affect on electromyographic activity over zygomaticus major and corrugator supercilii (2003)Effects of positive and negat…Forming inferences about some intraclass correlation coefficients. (1996)Forming inferences about some…International Affective Picture System (IAPS) : Technical Manual and Affective Ratings (1995)International Affective Pictu…Basic emotions, relations among emotions, and emotion-cognition relations. (1992)Basic emotions, relations amo…Development and validation of brief measures of positive and negative affect: The PANAS scales. (1988)Development and validation of…Development and validation of brief measures of positive and negative affect: The PANAS scales. (1988)Development and validation of…Electromyographic activity over facial muscle regions can differentiate the valence and intensity of affective reactions. (1986)Electromyographic activity ov…Toward a consensual structure of mood. (1985)Toward a consensual structure…Toward a consensual structure of mood. (1985)Toward a consensual structure…Patterns of cognitive appraisal in emotion. (1985)Patterns of cognitive apprais…A circumplex model of affect. (1980)A circumplex model of affect.The Measurement of Observer Agreement for Categorical Data (1977)The Measurement of Observer A…Three dimensions of emotion. (1954)Three dimensions of emotion.Feeling and thinking: Preferences need no inferences. (1980)Negative affectivity: The disposition to experience aversive emotional states. (1984)Job Burnout (2001)Compassion: An evolutionary analysis and empirical review. (2010)Emotion Generation and Emotion Regulation: One or Two Depends on Your Point of View (2011)Coefficient Alpha and the Internal Structure of Tests (1951)Statistical principles in experimental design. (1962)Intraclass correlations: Uses in assessing rater reliability. (1979)QUANTIFYING TEST-RETEST RELIABILITY USING THE INTRACLASS CORRELATION COEFFICIENT AND THE SEM (2005)Quality criteria were proposed for measurement properties of health status questionnaires (2006)A Guideline of Selecting and Reporting Intraclass Correlation Coefficients for Reliability Research (2016)The expression of the emotions in man and animals. (1872)The Principles of Psychology (1891)Emotional Intelligence (1990)The Emerging Field of Emotion Regulation: An Integrative Review (1998)Core affect and the psychological construction of emotion. (2003)An Inventory for Measuring Depression (1961)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)Hedges: A Study in Meaning Criteria and the Logic of Fuzzy Concepts (1975)The robust beauty of improper linear models in decision making. (1979)Culture and the Self: Implications for Cognition, Emotion, and Motivation (1991)Measuring emotion: The self-assessment manikin and the semantic differential (1994)A Coefficient of Agreement for Nominal Scales (1960)Guidelines, criteria, and rules of thumb for evaluating normed and standardized assessment instruments in psychology. (1994)Schedule for Affective Disorders and Schizophrenia for School-Age Children-Present and Lifetime Version (K-SADS-PL): Initial Reliability and Validity Data (1997)The feasibility of creating a checklist for the assessment of the methodological quality both of randomised and non-randomised studies of health care interventions. (1998)Preferred reporting items for systematic review and meta-analysis protocols (PRISMA-P) 2015 statement (2015)RoB 2: a revised tool for assessing risk of bias in randomised trials (2019)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)Взаимосвязь статуса занятости и пола с уровнем психологического благополучия (2026)The Mental Health Continuum: From Languishing to Flourishing in Life (2002)A cognitive-motivational analysis of anxiety (1998)Attentional Biases for Negative Interpersonal Stimuli in Clinical Depression. (2004)Emotion recognition using multi-modal data and machine learning techniques: A tutorial and review (2020)
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References

  • 1977The Measurement of Observer Agreement for Categorical Data81,000 cited
  • 1988Development and validation of brief measures of positive and negative affect: The PANAS scales.32,408 cited
  • 1988Development and validation of brief measures of positive and negative affect: The PANAS scales.31,356 cited
  • 1980A circumplex model of affect.16,320 cited
  • 1996Forming inferences about some intraclass correlation coefficients.6,899 cited
  • 1985Toward a consensual structure of mood.4,370 cited
  • 1985Patterns of cognitive appraisal in emotion.4,061 cited
  • 1995International Affective Picture System (IAPS) : Technical Manual and Affective Ratings2,892 cited
  • 2017AffectNet: A Database for Facial Expression, Valence, and Arousal Computing in the Wild2,335 cited
  • 1985Toward a consensual structure of mood.1,170 cited
  • 1954Three dimensions of emotion.1,059 cited
  • 1992Basic emotions, relations among emotions, and emotion-cognition relations.972 cited
  • 2004The Importance of Being Flexible969 cited
  • 1986Electromyographic activity over facial muscle regions can differentiate the valence and intensity of affective reactions.801 cited
  • 2003Effects of positive and negative affect on electromyographic activity over zygomaticus major and corrugator supercilii

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  • 2011The computer expression recognition toolbox (CERT)552 cited
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