| Presentation | 2019-03-14 Kansei Retrieval of Real Estate Properties Naoko Kobayashi, Shinichi Nunoya, Yusuke Suzuki, Masachika Suzuki, Yoshio Asada, Hiroki Takahashi, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In order to find a desired room on real estate property retrieval sites which are indispensable service for searching a rental room nowadays, it is necessary to decide conditions such as upper limit of rent and facilities of a room in advance. In this paper, we propose a kansei retrieval method, capable of retrieving property images by kansei words such as "fashionable", "warm" for intuitive search. Kansei words are correlated with image features using regularized canonical correlation analysis, and a kansei search space and a kansei model are generated. We evaluate quantitatively impression of retrieved images is similar to an input kansei vector. The proposed method retrieves an average of 51.36% similar impression images among the top five retrieval results. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Real estate properties / Kansei retrieval / Image retrieval / Regularized canonical correlation analysis |
| Paper # | IMQ2018-33,IE2018-117,MVE2018-64 |
| Date of Issue | 2019-03-07 (IMQ, IE, MVE) |
| Conference Information | |
| Committee | IMQ / IE / MVE / CQ |
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| Conference Date | 2019/3/14(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Kagoshima University |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | media of five senses, multimedia, media experience, picture codinge, image media quality, network,quality and reliability, etc |
| Chair | Kenji Sugiyama(Seikei Univ.) / Takayuki Hamamoto(Tokyo Univ. of Science) / Kenji Mase(Nagoya Univ.) / Takanori Hayashi(Hiroshima Inst. of Tech.) |
| Vice Chair | Toshiya Nakaguchi(Chiba Univ.) / Mitsuru Maeda(Canon) / Hideaki Kimata(NTT) / Kazuya Kodama(NII) / Masayuki Ihara(NTT) / Hideyuki Shimonishi(NEC) / Jun Okamoto(NTT) |
| Secretary | Toshiya Nakaguchi(Nagoya Univ.) / Mitsuru Maeda(Sony) / Hideaki Kimata(KDDI Research) / Kazuya Kodama(Nagoya Univ.) / Masayuki Ihara(NTT) / Hideyuki Shimonishi(Kyushu Univ.) / Jun Okamoto(Nagoya Univ.) |
| Assistant | Masaru Tsuchida(NTT) / Gosuke Ohashi(Shizuoka Univ.) / Kazuya Hayase(NTT) / Yasutaka Matsuo(NHK) / Satoshi Nishiguchi(Oosaka Inst. of Tech.) / Masanori Yokoyama(*) / Chikara Sasaki(KDDI Research) / Yoshiaki Nishikawa(NEC) / Ryo Yamamoto(UEC) |
| Paper Information | |
| Registration To | Technical Committee on Image Media Quality / Technical Committee on Image Engineering / Technical Committee on Media Experience and Virtual Environment / Technical Committee on Communication Quality |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Kansei Retrieval of Real Estate Properties |
| Sub Title (in English) | |
| Keyword(1) | Real estate properties |
| Keyword(2) | Kansei retrieval |
| Keyword(3) | Image retrieval |
| Keyword(4) | Regularized canonical correlation analysis |
| 1st Author's Name | Naoko Kobayashi |
| 1st Author's Affiliation | The University of Electro-Communications(UEC) |
| 2nd Author's Name | Shinichi Nunoya |
| 2nd Author's Affiliation | AVANT Corporation(AVANT Corporation) |
| 3rd Author's Name | Yusuke Suzuki |
| 3rd Author's Affiliation | AVANT Corporation(AVANT Corporation) |
| 4th Author's Name | Masachika Suzuki |
| 4th Author's Affiliation | AVANT Corporation(AVANT Corporation) |
| 5th Author's Name | Yoshio Asada |
| 5th Author's Affiliation | AVANT Corporation(AVANT Corporation) |
| 6th Author's Name | Hiroki Takahashi |
| 6th Author's Affiliation | The University of Electro-Communications(UEC) |
| Date | 2019-03-14 |
| Paper # | IMQ2018-33,IE2018-117,MVE2018-64 |
| Volume (vol) | vol.118 |
| Number (no) | IMQ-500,IE-501,MVE-502 |
| Page | pp.pp.61-66(IMQ), pp.61-66(IE), pp.61-66(MVE), |
| #Pages | 6 |
| Date of Issue | 2019-03-07 (IMQ, IE, MVE) |