| 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 | 2020-03-05 14:20 A study on image captioning considering its imageability Kazuki Umemura, Marc Aurel Kastner, Ichiro Ide, Yasutomo Kawanishi, Takatsugu Hirayama (Nagoya Univ.), Keisuke Doman (Chukyo Univ.), Daisuke Deguchi, Hiroshi Murase (Nagoya Univ.)  IMQ2019-48 IE2019-130 MVE2019-69 |
|
| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | We propose an imageability-aware image captioning method tailoring generated captions to various applications. In this study, we first extend an existing image captioning dataset by augmenting its captions. Then, an imageability score for each augmented caption is calculated. A modified image captioning model is trained using this extended dataset to generate captions tailored to a specified imageability score. The evaluation shows the possibility that the extended dataset and the proposed method can generate imageability-aware captions. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Multimedia proccesing / image captioning / psycholinguistics / semantic gap / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 119, no. 457, MVE2019-69, pp. 165-169, March 2020. | |
| Paper # | MVE2019-69 | |
| Date of Issue | 2020-02-27 (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 | IMQ2019-48 IE2019-130 MVE2019-69 |
|
| Conference Information | |
| Committee | IE IMQ MVE CQ |
| Conference Date | 2020-03-05 - 2020-03-06 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Kyushu Institute of Technology |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Paper Information | |
| Registration To | MVE |
| Conference Code | 2020-03-IE-IMQ-MVE-CQ |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A study on image captioning considering its imageability |
| Sub Title (in English) | |
| Keyword(1) | Multimedia proccesing |
| Keyword(2) | image captioning |
| Keyword(3) | psycholinguistics |
| Keyword(4) | semantic gap |
| Keyword(5) | |
| Keyword(6) | |
| Keyword(7) | |
| Keyword(8) | |
| 1st Author's Name | Kazuki Umemura |
| 1st Author's Affiliation | Nagoya University (Nagoya Univ.) |
| 2nd Author's Name | Marc Aurel Kastner |
| 2nd Author's Affiliation | Nagoya University (Nagoya Univ.) |
| 3rd Author's Name | Ichiro Ide |
| 3rd Author's Affiliation | Nagoya University (Nagoya Univ.) |
| 4th Author's Name | Yasutomo Kawanishi |
| 4th Author's Affiliation | Nagoya University (Nagoya Univ.) |
| 5th Author's Name | Takatsugu Hirayama |
| 5th Author's Affiliation | Nagoya University (Nagoya Univ.) |
| 6th Author's Name | Keisuke Doman |
| 6th Author's Affiliation | Chukyo University (Chukyo Univ.) |
| 7th Author's Name | Daisuke Deguchi |
| 7th Author's Affiliation | Nagoya University (Nagoya Univ.) |
| 8th Author's Name | Hiroshi Murase |
| 8th Author's Affiliation | Nagoya University (Nagoya Univ.) |
| 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 | 2020-03-05 14:20:00 |
| Presentation Time | 25 minutes |
| Registration for | MVE |
| Paper # | IMQ2019-48, IE2019-130, MVE2019-69 |
| Volume (vol) | vol.119 |
| Number (no) | no.454(IMQ), no.456(IE), no.457(MVE) |
| Page | pp.165-169 |
| #Pages | 5 |
| Date of Issue | 2020-02-27 (IMQ, IE, MVE) |
[Return to Top Page]