MISC

2014年1月1日

Hipster wars: Discovering elements of fashion styles

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
  • M. Hadi Kiapour
  • ,
  • Kota Yamaguchi
  • ,
  • Alexander C. Berg
  • ,
  • Tamara L. Berg

8689 LNCS
開始ページ
472
終了ページ
488
DOI
10.1007/978-3-319-10590-1_31

The clothing we wear and our identities are closely tied, revealing to the world clues about our wealth, occupation, and socio-identity. In this paper we examine questions related to what our clothing reveals about our personal style. We first design an online competitive Style Rating Game called Hipster Wars to crowd source reliable human judgments of style. We use this game to collect a new dataset of clothing outfits with associated style ratings for 5 style categories: hipster, bohemian, pinup, preppy, and goth. Next, we train models for between-class and within-class classification of styles. Finally, we explore methods to identify clothing elements that are generally discriminative for a style, and methods for identifying items in a particular outfit that may indicate a style. © 2014 Springer International Publishing.

リンク情報
DOI
https://doi.org/10.1007/978-3-319-10590-1_31
URL
https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=84906509665&origin=inward
ID情報
  • DOI : 10.1007/978-3-319-10590-1_31
  • ISSN : 0302-9743
  • SCOPUS ID : 84906509665

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