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Generation of Virtual Characters from Personality Traits

Abstract : We present a method to generate a virtual character whose physical attributes reflect public opinion of a given personality profile. An initial reverse correlation experiment trains a model which explains the perception of personality traits from physical attributes. The reverse model, solved using linear programming, allows for the real-time generation of virtual characters from an input personality. The method has been applied on three personality traits (dominance, trustworthiness, and agreeableness) and 14 physical attributes and verified through both an analytic test and a subjective study.
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Submitted on : Wednesday, October 20, 2021 - 9:13:09 AM
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Fabrizio Nunnari, Alexis Heloir. Generation of Virtual Characters from Personality Traits. 17th International Conference, IVA 2017, Aug 2017, Stockholm, Sweden. pp.301-314, ⟨10.1007/978-3-319-67401-8_39⟩. ⟨hal-03387855⟩



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