文章基本信息

标题：Feast for the Eyes: Effects of Food Perceptions and Computer Vision Features on Food Photo Popularity
其他标题：Feast for the Eyes: Effects of Food Perceptions and Computer Vision Features on Food Photo Popularity
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作者：Yilang Peng ; John B. Jemmott III
期刊名称：International Journal of Communication
印刷版ISSN：1932-8036
出版年度：2018
卷号：12
页码：24
语种：English
出版社：USC Annenberg Center
摘要：The widely circulated food photos online have become an important part of our visual culture. Combining human ratings of food characteristics and computational analysis of visual aesthetics, we examined what contributed to the aesthetic appeal of a diversity of food photographs ( N = 300) and likes and comments they received in an artificial newsfeed from participants ( N = 399). The results revealed that people tended to like and share images containing tasty foods. Both healthy and unhealthy foods were able to gain likes. Aesthetic appeal and specific visual features, such as the use of arousing colors and different components of visual complexity, also influenced the popularity of food images. This work demonstrates the potential of applying computer vision methods in visual analysis, offers insights into image virality, and provides practical guidelines for communicating healthy eating.
关键词：food; virality; computer vision; visual aesthetics; health communication