Presentation 2017-01-19
Fashion Coordinates Recommendataion System based on Fashion Style
Kaori Kataoka, Kyoko Sudo, Tetsuya Kinebuchi,
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Abstract(in Japanese) (See Japanese page)
Abstract(in English) We proposed a novel method for fashion coordinates recommendation system based on fashion style. We need recommendation system that sorts out appropriate items for user’s occasion. Therefore these items should match a key item. We choose five fashion styles; casual , office, feminine, relax and outdoor for various occasions. We analysis each fashion style using a topic model with classified fashion coordinate images and tag as training data. We estimate tag and color topic proportions and given a fashion item (e.g. tops) as a query, recommend a photograph of other fashion items(e.g. bottoms) that is appropriate to the query item. Several experiments confirmed our method well modeled fashion styles and coordinates.
Keyword(in Japanese) (See Japanese page)
Keyword(in English) Fashion coordinate recommendation / Fashion style / Topic model / Labeled LDA
Paper # PRMU2016-137,MVE2016-28
Date of Issue 2017-01-12 (PRMU, MVE)

Conference Information
Committee PRMU / IPSJ-CVIM / MVE
Conference Date 2017/1/19(2days)
Place (in Japanese) (See Japanese page)
Place (in English)
Topics (in Japanese) (See Japanese page)
Topics (in English)
Chair Eisaku Maeda(NTT) / / Yoshinari Kameda(Univ. of Tsukuba)
Vice Chair Seiichi Uchida(Kyushu Univ.) / Hironobu Fujiyoshi(Chubu Univ.) / / Kenji Mase(Nagoya Univ.)
Secretary Seiichi Uchida(Kyoto Univ.) / Hironobu Fujiyoshi(NTT) / / Kenji Mase(Kyushu Univ.)
Assistant Masaki Oonishi(AIST) / Takuya Funatomi(NAIST) / / Hideaki Uchiyama(Kyushu Univ.) / Takatsugu Hirayama(Nagoya Univ.) / Ryosuke Aoki(NTT)

Paper Information
Registration To Technical Committee on Pattern Recognition and Media Understanding / Special Interest Group on Computer Vision and Image Media / Technical Committee on Multimedia and Virtual Environment
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) Fashion Coordinates Recommendataion System based on Fashion Style
Sub Title (in English)
Keyword(1) Fashion coordinate recommendation
Keyword(2) Fashion style
Keyword(3) Topic model
Keyword(4) Labeled LDA
Keyword(5)
1st Author's Name Kaori Kataoka
1st Author's Affiliation Nippon Telegraph and Telephone Corporation(NTT)
2nd Author's Name Kyoko Sudo
2nd Author's Affiliation Nippon Telegraph and Telephone Corporation(NTT)
3rd Author's Name Tetsuya Kinebuchi
3rd Author's Affiliation Nippon Telegraph and Telephone Corporation(NTT)
Date 2017-01-19
Paper # PRMU2016-137,MVE2016-28
Volume (vol) vol.116
Number (no) PRMU-411,MVE-412
Page pp.pp.153-157(PRMU), pp.153-157(MVE),
#Pages 5
Date of Issue 2017-01-12 (PRMU, MVE)