A Novel Framework for Assessing Facial Attractiveness Based on Facial Proportions
- A Novel Framework for Assessing Facial Attractiveness Based on Facial Proportions
- 김익재; 조정현; 최희승; 남기표; 홍유진
- facial attractiveness; facial beauty; ratio feature; score fusion
- Issue Date
- VOL 9, NO 12-294-12
- In this paper, we present a novel framework for automatically assessing facial attractiveness
that considers four ratio feature sets as objective elements of facial attractiveness. In our framework, these feature sets are combined with three regression-based predictors to estimate a facial beauty score. To enhance the system’s performance to make it comparable with human scoring, we apply a score fusion technique. Experimental results show that the attractiveness score obtained by the proposed framework better correlates with human assessments than the scores from other predictors. The framework’s modularity allows any features or predictors to be integrated into the facial attractiveness measure. Our proposed framework can be applied to many beauty-related fields, such as the plastic surgery, cosmetics, and entertainment industries.
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- KIST Publication > Article
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