Paper Abstract and Keywords |
Presentation |
2010-05-14 16:00
Scene Image Recognition with Multi Level Resolution Semantic Modeling Yoshiyuki Tanaka, Atsushi Okamoto, Xian-Hua Han (Ritsumeikan Univ.), Xiang Ruan (Omron), Yen-Wei Chen (Ritsumeikan Univ.) IE2010-44 PRMU2010-32 MI2010-32 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
In this paper, we propose a multi-level resolution semantic modeling for automatic scene recognition. The basic idea of the semantic modeling is to classify local image regions into semantic concept classes such as water, sunset, or sky, and use occurrence frequency of local region’s semantic concepts for global image representation. However, how to decide size of the local image regions is a trial problem. The optimized region size would be dynamically changing for different scene or concept types. Therefore, this paper proposed a dynamical region size (Multi-level resolution) of local image regions for semantic concept model, and fusion the probabilities to scene types of several resolutions for final recognition of a scene image. Experimental results show that the recognition rate using our proposed algorithm is much better than that using the conventional semantic modeling method for scene recognition. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Semantic Modeling / multi level resolution / scene recognition / / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 110, no. 27, PRMU2010-32, pp. 169-174, May 2010. |
Paper # |
PRMU2010-32 |
Date of Issue |
2010-05-06 (IE, PRMU, MI) |
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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IE2010-44 PRMU2010-32 MI2010-32 |
Conference Information |
Committee |
PRMU IE MI |
Conference Date |
2010-05-13 - 2010-05-14 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Chubu Univ. |
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(See Japanese page) |
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Paper Information |
Registration To |
PRMU |
Conference Code |
2010-05-PRMU-IE-MI |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Scene Image Recognition with Multi Level Resolution Semantic Modeling |
Sub Title (in English) |
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Semantic Modeling |
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multi level resolution |
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scene recognition |
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1st Author's Name |
Yoshiyuki Tanaka |
1st Author's Affiliation |
Ritsumeikan University (Ritsumeikan Univ.) |
2nd Author's Name |
Atsushi Okamoto |
2nd Author's Affiliation |
Ritsumeikan University (Ritsumeikan Univ.) |
3rd Author's Name |
Xian-Hua Han |
3rd Author's Affiliation |
Ritsumeikan University (Ritsumeikan Univ.) |
4th Author's Name |
Xiang Ruan |
4th Author's Affiliation |
Omron Corporation (Omron) |
5th Author's Name |
Yen-Wei Chen |
5th Author's Affiliation |
Ritsumeikan University (Ritsumeikan Univ.) |
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Speaker |
Author-1 |
Date Time |
2010-05-14 16:00:00 |
Presentation Time |
30 minutes |
Registration for |
PRMU |
Paper # |
IE2010-44, PRMU2010-32, MI2010-32 |
Volume (vol) |
vol.110 |
Number (no) |
no.26(IE), no.27(PRMU), no.28(MI) |
Page |
pp.169-174 |
#Pages |
6 |
Date of Issue |
2010-05-06 (IE, PRMU, MI) |
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