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| Paper Abstract and Keywords | ||
| Presentation | 2019-03-14 11:15 Kansei Retrieval of Real Estate Properties Naoko Kobayashi (UEC), Shinichi Nunoya, Yusuke Suzuki, Masachika Suzuki, Yoshio Asada (AVANT Corporation), Hiroki Takahashi (UEC)  IMQ2018-33 IE2018-117 MVE2018-64 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (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) |
| (in English) | Real estate properties / Kansei retrieval / Image retrieval / Regularized canonical correlation analysis / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 118, no. 501, IE2018-117, pp. 61-66, March 2019. | |
| Paper # | IE2018-117 | |
| Date of Issue | 2019-03-07 (IMQ, IE, MVE) | |
| ISSN | Print edition: ISSN 0913-5685 Online edition: ISSN 2432-6380 | |
| Copyright and reproduction |
All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034) | |
| Download PDF | IMQ2018-33 IE2018-117 MVE2018-64 |
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| Conference Information | |
| Committee | IMQ IE MVE CQ |
| Conference Date | 2019-03-14 - 2019-03-15 |
| 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 |
| Paper Information | |
| Registration To | IE |
| Conference Code | 2019-03-IMQ-IE-MVE-CQ |
| Language | Japanese |
| 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 |
| Keyword(5) | |
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| 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) |
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| Speaker | Author-1 |
| Date Time | 2019-03-14 11:15:00 |
| Presentation Time | 25 minutes |
| Registration for | IE |
| Paper # | IMQ2018-33, IE2018-117, MVE2018-64 |
| Volume (vol) | vol.118 |
| Number (no) | no.500(IMQ), no.501(IE), no.502(MVE) |
| Page | pp.61-66 |
| #Pages | 6 |
| Date of Issue | 2019-03-07 (IMQ, IE, MVE) |
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