Presentation | 2017-01-19 Fashion Coordinates Recommendataion System based on Fashion Style Kaori Kataoka, Kyoko Sudo, Tetsuya Kinebuchi, |
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PDF Download Page | PDF download Page Link |
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 |
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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 |
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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) |