AIMC Topic: Beauty
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Cultural differences in the beauty premium.
Scientific reports
May 21, 2025
A large body of research suggests that better-looking people are associated with various positive outcomes, an effect labeled the beauty premium. However, the vast majority of this evidence has been demonstrated in WEIRD (Western, Educated, Industria...
Cross-cultural comparison of beauty judgments in visual art using machine learning analysis of art attribute predictors among Japanese and German speakers.
Scientific reports
Jul 10, 2024
In empirical art research, understanding how viewers judge visual artworks as beautiful is often explored through the study of attributes-specific inherent characteristics or artwork features such as color, complexity, and emotional expressiveness. T...
Scoring facial attractiveness with deep convolutional neural networks: How training on standardized images reduces the bias of facial expressions.
Orthodontics & craniofacial research
Jun 2, 2024
OBJECTIVE: In many medical disciplines, facial attractiveness is part of the diagnosis, yet its scoring might be confounded by facial expressions. The intent was to apply deep convolutional neural networks (CNN) to identify how facial expressions aff...
Frontal facial analysis of female celebrity attractiveness standards through artificial intelligence.
Journal of cranio-maxillo-facial surgery : official publication of the European Association for Cranio-Maxillo-Facial Surgery
Mar 24, 2024
The contemporary significance of celebrities' facial aesthetics underscores their heightened importance in shaping attractiveness standards. This retrospective study aimed to investigate the impact of patterns on aesthetic canons in the profile views...
Commentary on: "Artificial Intelligence Versus Human Focus Group Rating of Facial Attractiveness" by Khodayar Goshtasbi et al.
Facial plastic surgery & aesthetic medicine
Feb 19, 2024
Artificial Intelligence Versus Human Focus Group Rating of Facial Attractiveness.
Facial plastic surgery & aesthetic medicine
Feb 19, 2024
Many open-access artificial intelligence (AI)-based websites that rate facial attractiveness are available, but none have been compared with human focus group outcomes. To compare human and AI-based websites scoring of facial attractiveness of adul...
A computational approach to investigating facial attractiveness factors using geometric morphometric analysis and deep learning.
Scientific reports
Nov 13, 2023
Numerous studies discuss the features that constitute facial attractiveness. In recent years, computational research has received attention because it can examine facial features without relying on prior research hypotheses. This approach uses many f...
Humans versus AI: whether and why we prefer human-created compared to AI-created artwork.
Cognitive research: principles and implications
Jul 4, 2023
With the recent proliferation of advanced artificial intelligence (AI) models capable of mimicking human artworks, AI creations might soon replace products of human creativity, although skeptics argue that this outcome is unlikely. One possible reaso...
Understanding the Impact of Aging on Attractiveness Using a Machine Learning Model of Facial Age Progression.
Facial plastic surgery & aesthetic medicine
Apr 12, 2023
Advances in machine learning age progression technology offer the unique opportunity to better understand the public's perception on the aging face. To compare how observers perceive attractiveness and traditional gender traits in faces created wit...
Using deep learning to predict ideology from facial photographs: expressions, beauty, and extra-facial information.
Scientific reports
Mar 31, 2023
Deep learning techniques can use public data such as facial photographs to predict sensitive personal information, but little is known about what information contributes to the predictive success of these techniques. This lack of knowledge limits bot...
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