MISC

2015年

Runway to Realway: Visual Analysis of Fashion

2015 IEEE WINTER CONFERENCE ON APPLICATIONS OF COMPUTER VISION (WACV)
  • Sirion Vittayakorn
  • ,
  • Kota Yamaguchi
  • ,
  • Alexander C. Berg
  • ,
  • Tamara L. Berg

開始ページ
951
終了ページ
958
記述言語
英語
掲載種別
DOI
10.1109/WACV.2015.131
出版者・発行元
IEEE

Clothing and fashion are an integral part of our everyday lives. In this paper we present an approach to studying fashion both on the runway and in more real-world settings, computationally, and at large scale, using computer vision. Our contributions include collecting a new runway dataset, designing features suitable for capturing outfit appearance, collecting human judgments of outfit similarity, and learning similarity functions on the features to mimic those judgments. We provide both intrinsic and extrinsic evaluations of our learned models to assess performance on outfit similarity prediction as well as season, year, and brand estimation. An example application tracks visual trends as runway fashions filter down to "realway" street fashions.

Web of Science ® 被引用回数 : 37

リンク情報
DOI
https://doi.org/10.1109/WACV.2015.131
Web of Science
https://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=JSTA_CEL&SrcApp=J_Gate_JST&DestLinkType=FullRecord&KeyUT=WOS:000380532600124&DestApp=WOS_CPL
URL
https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=84925438539&origin=inward
ID情報
  • DOI : 10.1109/WACV.2015.131
  • SCOPUS ID : 84925438539
  • Web of Science ID : WOS:000380532600124

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