To Dye or Not to Dye : The Effect of Hair Color on First Impressions
- Amanda Song, Cognitive Science, University of California, San Diego, San Diego, California, United States
- Devendra Pratap Yadav, Computer Science and Engineering, University of California San Diego, La Jolla, California, United States
- Weifeng Hu, University of California, San Diego, University of California, San Diego, San Diego, California, United States
- Garrison Cottrell, CSE Department 0404, UCSD, La Jolla, California, United States
- Ed Vul, Department of Psychology, University of California, San Diego, La Jolla, California, United States
AbstractHow does hair color affect people's first impression of a face? Equipped with state-of-the-art Generative Adversarial Network (GAN) models, we are able to re-investigate the questions with strictly and precisely controlled image stimuli. By creating triplets of the same face image with different hair colors, we examine how black/brown/blond hair colors affect perception of attractiveness, trustworthiness and intelligence. Our study finds that if the original hair color is dark, the optimal choice in most cases is to stay in dark colors. If your original hair color is blond, changing into brown will, in general, make you look more intelligent, sometimes at the cost of attractiveness. The specific best color choice varies a lot more for people with blond hair. Furthermore, we train a neural network model that predicts people's impressions on faces in different trait dimensions accurately. This study could provide guidance to people regarding their image and impression control.
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