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| Presentation | 2009-11-27 15:10 Coarse to Fine Approach for Object Category Detection using Appearance of Local Features Takuya Minagawa, Hideo Saito (Keio Univ)  PRMU2009-129 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | Sliding window is the most popular approach to detect position of an object in an image. However it is well known that primates pay selective attention to saliecncy point as a candidate of object area. In this paper, we propose coarse to ne approach to detect object using apearance of local feature without sliding window. We adopted C2 feature of "standard model of visual cortex" proposed by Serre, and select object candidate using the appearance of these features. We evaluated our model by UIUC Car dataset, and con rmed its value. |
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| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | object detection / standard model of visual cortex / / / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 109, no. 306, PRMU2009-129, pp. 259-264, Nov. 2009. | |
| Paper # | PRMU2009-129 | |
| Date of Issue | 2009-11-19 (PRMU) | |
| 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 | PRMU2009-129 |
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| Conference Information | |
| Committee | PRMU |
| Conference Date | 2009-11-26 - 2009-11-27 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Ishikawa Industrial Promotion Center |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Paper Information | |
| Registration To | PRMU |
| Conference Code | 2009-11-PRMU |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Coarse to Fine Approach for Object Category Detection using Appearance of Local Features |
| Sub Title (in English) | |
| Keyword(1) | object detection |
| Keyword(2) | standard model of visual cortex |
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| 1st Author's Name | Takuya Minagawa |
| 1st Author's Affiliation | Keio University (Keio Univ) |
| 2nd Author's Name | Hideo Saito |
| 2nd Author's Affiliation | Keio University (Keio Univ) |
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| Speaker | Author-1 |
| Date Time | 2009-11-27 15:10:00 |
| Presentation Time | 30 minutes |
| Registration for | PRMU |
| Paper # | PRMU2009-129 |
| Volume (vol) | vol.109 |
| Number (no) | no.306 |
| Page | pp.259-264 |
| #Pages | 6 |
| Date of Issue | 2009-11-19 (PRMU) |
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