谁是纽约穿Prada的魔鬼？
Who are the Devils Wearing Prada in New York City?
摘要：
时尚是人类社会生活中一个永恒的话题，大众有模仿大城市居民和名人穿着的倾向。不可否认，纽约市是一个引领时尚的大城市。因此，要研究今年的流行趋势，了解纽约市的流行趋势是非常有帮助的。发现纽约市的时尚趋势可以促进许多应用，如服装推荐和广告。纽约时装秀上的时尚潮流是否真的影响了公众的着装风格？为了回答这个问题，我们设计了一个由三个主要组件组成的新系统：（1）从纽约时装秀和纽约街头时尚中构建一个大数据集，以了解纽约可能的服装流行趋势，（2）利用基于学习的方法来发现时尚属性作为时尚趋势的代表特征，以及（3）将来自纽约时装表演和街头时尚图像的分析结果进行比较，以验证时装表演是否对纽约市的人们产生了实际影响。通过在一个大型服装数据集上的初步实验，我们证明了我们提出的系统的有效性，并获得了有用的见解的时尚趋势和时尚的影响。
英文摘要：
Fashion is a perpetual topic in human social life, and the mass has the penchant to emulate what large city residents and celebrities wear. Undeniably, New York City is such a bellwether large city with all kinds of fashion leadership. Consequently, to study what the fashion trends are during this year, it is very helpful to learn the fashion trends of New York City. Discovering fashion trends in New York City could boost many applications such as clothing recommendation and advertising. Does the fashion trend in the New York Fashion Show actually influence the clothing styles on the public? To answer this question, we design a novel system that consists of three major components: (1) constructing a large dataset from the New York Fashion Shows and New York street chic in order to understand the likely clothing fashion trends in New York, (2) utilizing a learning-based approach to discover fashion attributes as the representative characteristics of fashion trends, and (3) comparing the analysis results from the New York Fashion Shows and street-chic images to verify whether the fashion shows have actual influence on the people in New York City. Through the preliminary experiments over a large clothing dataset, we demonstrate the effectiveness of our proposed system, and obtain useful insights on fashion trends and fashion influence.
机构、总结、中文摘要均由AI分析而来，可能存在错误，请以论文正文为准。
