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| Presentation | 2011-01-20 13:55 Object Retrieving from Image Database Bao Nguyen Thien, Yoshiaki Shirai (Ritsumeikan Univ.)  PRMU2010-168 MVE2010-93 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | This research focuses on developing a system that can retrieval objects from large image database by exploring the types of image features necessary for recognition of common objects in scene. Then we make global representation for these features that can be used in learning. After that, we figure out a novel method for generic object detecting in still images with automatically choosing feature. Our method is simple, computationally efficient and bases on features that is easily seen by naked-eye and very close with natural detecting by human. The main advantage of this method is that it can automatically choose features which are best for detecting one type of object. We present experimental results for detecting many visual categories including side view car, front view car, bike, motorbike, train, aero plane, horse, and sheep. Results clearly demonstrate that the proposed method is robust and produces good detection accuracy rate. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Object Recognition / Image Processing / Computer Vision / / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 110, no. 381, PRMU2010-168, pp. 155-160, Jan. 2011. | |
| Paper # | PRMU2010-168 | |
| Date of Issue | 2011-01-13 (PRMU, 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 | PRMU2010-168 MVE2010-93 |
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| Conference Information | |
| Committee | PRMU MVE IPSJ-CVIM |
| Conference Date | 2011-01-20 - 2011-01-21 |
| 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 | 2011-01-PRMU-MVE-CVIM |
| Language | English |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Object Retrieving from Image Database |
| Sub Title (in English) | |
| Keyword(1) | Object Recognition |
| Keyword(2) | Image Processing |
| Keyword(3) | Computer Vision |
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| 1st Author's Name | Bao Nguyen Thien |
| 1st Author's Affiliation | Ritsumeikan Univeristy (Ritsumeikan Univ.) |
| 2nd Author's Name | Yoshiaki Shirai |
| 2nd Author's Affiliation | Ritsumeikan Univeristy (Ritsumeikan Univ.) |
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| Speaker | Author-1 |
| Date Time | 2011-01-20 13:55:00 |
| Presentation Time | 25 minutes |
| Registration for | PRMU |
| Paper # | PRMU2010-168, MVE2010-93 |
| Volume (vol) | vol.110 |
| Number (no) | no.381(PRMU), no.382(MVE) |
| Page | pp.155-160 |
| #Pages | 6 |
| Date of Issue | 2011-01-13 (PRMU, MVE) |
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