| Presentation | 2018-03-02 畳み込みニューラルネットワークを用いた服飾画像に対するアノテーションの推定 Mizuki Shinbe, Souichiro Yokoyama, Tomohiro Yamashita, Hidenori Kawamura, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In the fashion industry, products are developed and sold based on impression words such as "girly" "sweet" against clothing. Although such impression words are not clearly defined and may vary depending on the recipients, there is a certain common recognition within the fashion industry. Also, the appearance factors such as "plain" and "flower pattern" have a big influence on the impression received from clothing. Therefore, in this research, for the purpose of establishing a method to learn annotation from clothing, learning of annotation on clothing image was done using convolution neural network. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | CNN / CLOTHING / ANNOTATION / IMPRESSION |
| Paper # | AI2017-43 |
| Date of Issue | 2018-02-23 (AI) |
| Conference Information | |
| Committee | AI / JSAI-KBS / JSAI-DOCMAS / JSAI-SAI / IPSJ-ICS |
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| Conference Date | 2018/3/1(4days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Social System and Information Technology |
| Chair | Tsunenori Mine(Kyushu Univ.) |
| Vice Chair | Daisuke Katagami(Tokyo Polytechnic Univ.) / Naoki Fukuta(Shizuoka Univ.) |
| Secretary | Daisuke Katagami(Ritsumeikan Univ.) / Naoki Fukuta(Univ. of Electro-Comm.) |
| Assistant | Yuko Sakurai(AIST) |
| Paper Information | |
| Registration To | Technical Committee on Artificial Intelligence and Knowledge-Based Processing / Special Interest Group on Knowledge-Based Systems / Special Interest Group on Data Oriented Constructive Mining and Simulation / Special Interest Group on Society and Artificial Intelligence / Special Interest Group on Intelligence and Complex Systems |
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| Language | JPN-ONLY |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | |
| Sub Title (in English) | |
| Keyword(1) | CNN |
| Keyword(2) | CLOTHING |
| Keyword(3) | ANNOTATION |
| Keyword(4) | IMPRESSION |
| 1st Author's Name | Mizuki Shinbe |
| 1st Author's Affiliation | Hokkaido Univ.(Hokudai) |
| 2nd Author's Name | Souichiro Yokoyama |
| 2nd Author's Affiliation | Hokkaido Univ.(Hokudai) |
| 3rd Author's Name | Tomohiro Yamashita |
| 3rd Author's Affiliation | Hokkaido Univ.(Hokudai) |
| 4th Author's Name | Hidenori Kawamura |
| 4th Author's Affiliation | Hokkaido Univ.(Hokudai) |
| Date | 2018-03-02 |
| Paper # | AI2017-43 |
| Volume (vol) | vol.117 |
| Number (no) | AI-468 |
| Page | pp.pp.1-7(AI), |
| #Pages | 7 |
| Date of Issue | 2018-02-23 (AI) |