Emotion · 2011 · 134 citations · 35 references
Social SciencesBehavioral SciencesPsychologyChild DevelopmentDevelopmental PsychologyEmotional DevelopmentEmotion DevelopmentEmotion PerceptionEmotional ExpressionFacial ExpressionFacial PerceptionInfant DevelopmentAffective Facial ExpressionsEmotion Development In InfancyFacial Action UnitsFacial Emotion PerceptionFacial Expression IntensityFacial Expression PerceptionFacial Expression ProcessingMouth Opening Measurement
Facial expressions frequently involve multiple individual facial actions. How do facial actions combine to create emotionally meaningful expressions? Infants produce positive and negative facial expressions at a range of intensities. It may be that a given facial action can index the intensity of both positive (smiles) and negative (cry-face) expressions. Objective, automated measurements of facial action intensity were paired with continuous ratings of emotional valence to investigate this possibility. Degree of eye constriction (the Duchenne marker) and mouth opening were each uniquely associated with smile intensity and, independently, with cry-face intensity. In addition, degree of eye constriction and mouth opening were each unique predictors of emotion valence ratings. Eye constriction and mouth opening index the intensity of both positive and negative infant facial expressions, suggesting parsimony in the early communication of emotion.
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Chih-Chung Chang, Chih‐Jen Lin · ACM Transactions on Intelligent Systems and Technology · 2011 · 41.3K citations
Corinna Cortes, Vladimir Vapnik · Machine Learning · 1995 · 33K citations · Full text
An argument for basic emotions
Paul Ekman · Cognition & Emotion · 1992 · 9.4K citations