Paper Abstract and Keywords |
Presentation |
2015-09-25 15:10
A Study on Hierarchical Food Classification Hokuto Kagaya, Shota Horiguchi (The Univ. of Tokyo), Sosuke Amano (foo.log), Kiyoharu Aizawa (The Univ. of Tokyo), Makoto Ogawa (foo.log) DE2015-30 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
Automatic food recognition or classification is very challenging task. One of the reason is that the number of food items is enormous, and so we can't easily choose a single label for each food image. To solve this problem, we have studied hierarchical food classification. In this paper, we investigate the benefits of introducing hierarchy to classication and try to build hierarchy from words of food names automatically. As a result, we observed the difference between data used for training. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
food image analysis / food image recognition / semantic hierarchy / / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 115, no. 230, DE2015-30, pp. 59-64, Sept. 2015. |
Paper # |
DE2015-30 |
Date of Issue |
2015-09-17 (DE) |
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) |
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DE2015-30 |
Conference Information |
Committee |
DE |
Conference Date |
2015-09-24 - 2015-09-25 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
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Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
Data Engineering and Food Media |
Paper Information |
Registration To |
DE |
Conference Code |
2015-09-DE |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
A Study on Hierarchical Food Classification |
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food image analysis |
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food image recognition |
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semantic hierarchy |
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1st Author's Name |
Hokuto Kagaya |
1st Author's Affiliation |
The University of Tokyo (The Univ. of Tokyo) |
2nd Author's Name |
Shota Horiguchi |
2nd Author's Affiliation |
The University of Tokyo (The Univ. of Tokyo) |
3rd Author's Name |
Sosuke Amano |
3rd Author's Affiliation |
foo.log Inc. (foo.log) |
4th Author's Name |
Kiyoharu Aizawa |
4th Author's Affiliation |
The University of Tokyo (The Univ. of Tokyo) |
5th Author's Name |
Makoto Ogawa |
5th Author's Affiliation |
foo.log Inc. (foo.log) |
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Speaker |
Author-1 |
Date Time |
2015-09-25 15:10:00 |
Presentation Time |
30 minutes |
Registration for |
DE |
Paper # |
DE2015-30 |
Volume (vol) |
vol.115 |
Number (no) |
no.230 |
Page |
pp.59-64 |
#Pages |
6 |
Date of Issue |
2015-09-17 (DE) |
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