What are the Fashion Trends in New York?

被引：31

作者：

Hidayati, Shintami C. ^{[1
,2
]}

Hua, Kai-Lung ^{[1
]}

Cheng, Wen-Huang ^{[2
]}

Sun, Shih-Wei ^{[3
]}

机构：

[1] Natl Taiwan Univ Sci & Technol, Dept CSIE, Taipei, Taiwan

[2] Acad Sinica, Res Ctr Informat Technol Innovat, Taipei, Taiwan

[3] Taipei Natl Univ Arts, Dept New Media Art, Taipei, Taiwan

来源：

PROCEEDINGS OF THE 2014 ACM CONFERENCE ON MULTIMEDIA (MM'14) | 2014年

关键词：

Clothing image analysis; fashion trend; data mining; visual summarization;

D O I：

10.1145/2647868.2656405

中图分类号：

TP301 [理论、方法];

学科分类号：

081202 ;

摘要：

Fashion is a reflection of the society of a period. Given that New York City is one of the world's fashion capitals, understanding its change in fashion becomes a way to know the society and the times. To keep up with fashion trends, it is important to know what's "in" and what's "out" for a season. Though the fashion trends have been analyzed by fashion designers and fashion analysts for a long time, this issue has been ignored in multimedia science. In this paper, we present a novel algorithm that automatically discovers visual style elements representing fashion trends for a certain season. The visual style elements are discovered based on the stylistic coherent and unique characteristics. The experimental results demonstrate the effectiveness of our proposed method through a large number of catwalk show videos.

引用

页码：197 / 200

页数：4

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