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| Presentation | 2013-01-24 09:00 Research for impression discriminator aimed at computational subjective evaluation -- By using a relationship between impression factors and image features on paintings -- Ryuji Sakamoto, Ken Kihara, Masayuki Kashima, Kiminori Sato, Mutsumi Watanabe (Kagoshima Univ.)  PRMU2012-102 MVE2012-67 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | The targets of both generic and specific object recognition are quantitated easily, and the targets of subjective evaluation recognition are only individual adjectives as impression word in the former computer vision studies. The aim of this study is to realize a complex impression discriminator corresponded subjective evaluation based on a relationship between impression factors extracted by semantic differential method and image features on representational paintings. The discriminator we proposed outputs degrees of impression factors by support vector machines. In this work we will mainly explain about the analysis result of the impression discriminator for experts or non-experts' evaluation by cross-validation. |
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| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Semantic differential method / factor analysis / subjective evaluation / image features / impression discriminator / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 112, no. 385, PRMU2012-102, pp. 181-186, Jan. 2013. | |
| Paper # | PRMU2012-102 | |
| Date of Issue | 2013-01-16 (PRMU, 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 | PRMU2012-102 MVE2012-67 |
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| Conference Information | |
| Committee | PRMU MVE IPSJ-CVIM |
| Conference Date | 2013-01-23 - 2013-01-24 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Paper Information | |
| Registration To | PRMU |
| Conference Code | 2013-01-PRMU-MVE-CVIM |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Research for impression discriminator aimed at computational subjective evaluation |
| Sub Title (in English) | By using a relationship between impression factors and image features on paintings |
| Keyword(1) | Semantic differential method |
| Keyword(2) | factor analysis |
| Keyword(3) | subjective evaluation |
| Keyword(4) | image features |
| Keyword(5) | impression discriminator |
| Keyword(6) | |
| Keyword(7) | |
| Keyword(8) | |
| 1st Author's Name | Ryuji Sakamoto |
| 1st Author's Affiliation | Kagoshima University (Kagoshima Univ.) |
| 2nd Author's Name | Ken Kihara |
| 2nd Author's Affiliation | Kagoshima University (Kagoshima Univ.) |
| 3rd Author's Name | Masayuki Kashima |
| 3rd Author's Affiliation | Kagoshima University (Kagoshima Univ.) |
| 4th Author's Name | Kiminori Sato |
| 4th Author's Affiliation | Kagoshima University (Kagoshima Univ.) |
| 5th Author's Name | Mutsumi Watanabe |
| 5th Author's Affiliation | Kagoshima University (Kagoshima Univ.) |
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| Speaker | Author-1 |
| Date Time | 2013-01-24 09:00:00 |
| Presentation Time | 30 minutes |
| Registration for | PRMU |
| Paper # | PRMU2012-102, MVE2012-67 |
| Volume (vol) | vol.112 |
| Number (no) | no.385(PRMU), no.386(MVE) |
| Page | pp.181-186 |
| #Pages | 6 |
| Date of Issue | 2013-01-16 (PRMU, MVE) |
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