What are the fashion trends in New York?

Shintami C. Hidayati, Kai Lung Hua, Wen-Huang Cheng, Shih Wei Sun

Research output: Chapter in Book/Report/Conference proceedingConference contribution

21 Scopus citations

Abstract

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.

Original languageEnglish
Title of host publicationMM 2014 - Proceedings of the 2014 ACM Conference on Multimedia
PublisherAssociation for Computing Machinery, Inc
Pages197-200
Number of pages4
ISBN (Electronic)9781450330633
DOIs
StatePublished - 3 Nov 2014
Event2014 ACM Conference on Multimedia, MM 2014 - Orlando, United States
Duration: 3 Nov 20147 Nov 2014

Publication series

NameMM 2014 - Proceedings of the 2014 ACM Conference on Multimedia

Conference

Conference2014 ACM Conference on Multimedia, MM 2014
CountryUnited States
CityOrlando
Period3/11/147/11/14

Keywords

  • Clothing image analysis
  • Data mining
  • Fashion trend
  • Visual summarization

Cite this

Hidayati, S. C., Hua, K. L., Cheng, W-H., & Sun, S. W. (2014). What are the fashion trends in New York? In MM 2014 - Proceedings of the 2014 ACM Conference on Multimedia (pp. 197-200). (MM 2014 - Proceedings of the 2014 ACM Conference on Multimedia). Association for Computing Machinery, Inc. https://doi.org/10.1145/2647868.2656405