| IEICE Technical Committee Submission System Conference Paper's Information |
Online Proceedings [Sign in] Tech. Rep. Archives |
| Go Top Page | Go Previous | [Japanese] / [English] |
| Paper Abstract and Keywords | ||
| Presentation | 2013-09-03 16:15 Image annotation from wild using semantic hierarchies Masatoshi Hidaka, Naoyuki Gunji, Tatsuya Harada (Univ. of Tokyo)  PRMU2013-52 IBISML2013-32 |
|
| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | For many-class image annotation system, automatic construction of large-scale dataset is needed. Wild web is regarded as useful huge resource, but has problem that its images do not come with explicit labels. In this paper, we propose methods which improve estimation of labels which should be assigned to the images gathered from web using the pages' text. We address the problem by focusing on the hierarchy of words between words in text and label word. Our methods improve the accuracy of image annotation by taking external resource of the hierarchy in the system, which makes more concrete words that represents labels become able to be used for the label estimation. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Image annotation / Large scale dataset / WordNet / Hyponym / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 113, no. 196, PRMU2013-52, pp. 201-206, Sept. 2013. | |
| Paper # | PRMU2013-52 | |
| Date of Issue | 2013-08-26 (PRMU, IBISML) | |
| 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 | PRMU2013-52 IBISML2013-32 |
|
| Conference Information | |
| Committee | PRMU IBISML IPSJ-CVIM |
| Conference Date | 2013-09-02 - 2013-09-03 |
| 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 | 2013-09-PRMU-IBISML-CVIM |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Image annotation from wild using semantic hierarchies |
| Sub Title (in English) | |
| Keyword(1) | Image annotation |
| Keyword(2) | Large scale dataset |
| Keyword(3) | WordNet |
| Keyword(4) | Hyponym |
| Keyword(5) | |
| Keyword(6) | |
| Keyword(7) | |
| Keyword(8) | |
| 1st Author's Name | Masatoshi Hidaka |
| 1st Author's Affiliation | The University of Tokyo (Univ. of Tokyo) |
| 2nd Author's Name | Naoyuki Gunji |
| 2nd Author's Affiliation | The University of Tokyo (Univ. of Tokyo) |
| 3rd Author's Name | Tatsuya Harada |
| 3rd Author's Affiliation | The University of Tokyo (Univ. of Tokyo) |
| 4th Author's Name | |
| 4th Author's Affiliation | () |
| 5th Author's Name | |
| 5th Author's Affiliation | () |
| 6th Author's Name | |
| 6th Author's Affiliation | () |
| 7th Author's Name | |
| 7th Author's Affiliation | () |
| 8th Author's Name | |
| 8th Author's Affiliation | () |
| 9th Author's Name | |
| 9th Author's Affiliation | () |
| 10th Author's Name | |
| 10th Author's Affiliation | () |
| 11th Author's Name | |
| 11th Author's Affiliation | () |
| 12th Author's Name | |
| 12th Author's Affiliation | () |
| 13th Author's Name | |
| 13th Author's Affiliation | () |
| 14th Author's Name | |
| 14th Author's Affiliation | () |
| 15th Author's Name | |
| 15th Author's Affiliation | () |
| 16th Author's Name | |
| 16th Author's Affiliation | () |
| 17th Author's Name | |
| 17th Author's Affiliation | () |
| 18th Author's Name | |
| 18th Author's Affiliation | () |
| Speaker | Author-1 |
| Date Time | 2013-09-03 16:15:00 |
| Presentation Time | 30 minutes |
| Registration for | PRMU |
| Paper # | PRMU2013-52, IBISML2013-32 |
| Volume (vol) | vol.113 |
| Number (no) | no.196(PRMU), no.197(IBISML) |
| Page | pp.201-206 |
| #Pages | 6 |
| Date of Issue | 2013-08-26 (PRMU, IBISML) |
[Return to Top Page]