PLoS ONE · 2017 · 36 citations · 45 references
Avatar AnimationBiometricsAffective NeuroscienceHappinessPsychologySocial SciencesDynamic PropertiesAffective ComputingAesthetic SurgeryFacial ReconstructionBehavioral SciencesAnimationSmile AnimationsSocial InteractionFacial ExpressionFacial Expression RecognitionSocial BehaviorFacial AnimationHuman-computer InteractionArtsEmotionEmotion Recognition
Facial expression of emotion is a foundational aspect of social interaction and nonverbal communication. In this study, we use a computer-animated 3D facial tool to investigate how dynamic properties of a smile are perceived. We created smile animations where we systematically manipulated the smile's angle, extent, dental show, and dynamic symmetry. Then we asked a diverse sample of 802 participants to rate the smiles in terms of their effectiveness, genuineness, pleasantness, and perceived emotional intent. We define a "successful smile" as one that is rated effective, genuine, and pleasant in the colloquial sense of these words. We found that a successful smile can be expressed via a variety of different spatiotemporal trajectories, involving an intricate balance of mouth angle, smile extent, and dental show combined with dynamic symmetry. These findings have broad applications in a variety of areas, such as facial reanimation surgery, rehabilitation, computer graphics, and psychology.
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R: A Language and Environment for Statistical Computing
R Core Team · 2000 · 352.8K citations · Full text
Jacob Cohen · Psychological Bulletin · 1992 · 41.2K citations
Behavioral Sciences, Performance Studies, Statistical Power Analysis +11
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Joseph Henrich, Steven J. Heine, Ara Norenzayan · Behavioral and Brain Sciences · 2010 · 11.5K citations
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