Paper Abstract and Keywords |
Presentation |
2011-03-07 13:20
Image Recognition Using Language Resource Based on Scene Estimation Osamu Oura, Masafumi Hagiwara (Keio Univ.) NC2010-135 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
In this paper, we propose a new method of object recognition using a language resource based on scene
estimation. First, object recognition is performed and the scene is estimated using the object recognition. Then
the result of the scene recognition is feedbacked to use in the next object recognition. In the rst step, object
recognition is performed for an input image. In the second step, two-layer neural network is composed. In the third
step, feedback is carried out. Condence score for each scene is calculated for each feedback. In the last step, the
most plausible object recognition result is output using the condence scores. We carried out experiments. It has
shown that the object recognition performance is greatly improved by the proposed feedback mechanism. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Image Recognition / Neural Network / Context / Google N-gram / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 110, no. 461, NC2010-135, pp. 47-52, March 2011. |
Paper # |
NC2010-135 |
Date of Issue |
2011-02-28 (NC) |
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 |
NC2010-135 |
Conference Information |
Committee |
NC MBE |
Conference Date |
2011-03-07 - 2011-03-09 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Tamagawa University |
Topics (in Japanese) |
(See Japanese page) |
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Paper Information |
Registration To |
NC |
Conference Code |
2011-03-NC-MBE |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Image Recognition Using Language Resource Based on Scene Estimation |
Sub Title (in English) |
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Image Recognition |
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Neural Network |
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Context |
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Google N-gram |
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1st Author's Name |
Osamu Oura |
1st Author's Affiliation |
Keio University (Keio Univ.) |
2nd Author's Name |
Masafumi Hagiwara |
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Keio University (Keio Univ.) |
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Speaker |
Author-1 |
Date Time |
2011-03-07 13:20:00 |
Presentation Time |
25 minutes |
Registration for |
NC |
Paper # |
NC2010-135 |
Volume (vol) |
vol.110 |
Number (no) |
no.461 |
Page |
pp.47-52 |
#Pages |
6 |
Date of Issue |
2011-02-28 (NC) |
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