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| Presentation | 2013-09-18 14:20 [Invited Talk] Study on Processor Architecture for Image Recognition Masayuki Miyama (Kanazawa Univ.)  RECONF2013-20 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | This paper proposes a novel classification method using gradient moments as image features. The quantity can also be used for image segmentation and object tracking. Experimental results show the proposed method achieves 99% accuracy rate. It is higher than those of conventional methods such as Haar-like and HOG. The paper also describes an efficient processor architecture dedicated to the image recognition. |
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| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | affine motion model estimation / motion segmentation / gradient moment / SVM / image recognition / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 113, no. 221, RECONF2013-20, pp. 1-6, Sept. 2013. | |
| Paper # | RECONF2013-20 | |
| Date of Issue | 2013-09-11 (RECONF) | |
| 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 | RECONF2013-20 |
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| Conference Information | |
| Committee | RECONF |
| Conference Date | 2013-09-18 - 2013-09-19 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Japan Advanced Institute of Science and Technology |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Reconfigurable Systems, etc. |
| Paper Information | |
| Registration To | RECONF |
| Conference Code | 2013-09-RECONF |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Study on Processor Architecture for Image Recognition |
| Sub Title (in English) | |
| Keyword(1) | affine motion model estimation |
| Keyword(2) | motion segmentation |
| Keyword(3) | gradient moment |
| Keyword(4) | SVM |
| Keyword(5) | image recognition |
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| 1st Author's Name | Masayuki Miyama |
| 1st Author's Affiliation | Kanazawa University (Kanazawa Univ.) |
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| Speaker | Author-1 |
| Date Time | 2013-09-18 14:20:00 |
| Presentation Time | 50 minutes |
| Registration for | RECONF |
| Paper # | RECONF2013-20 |
| Volume (vol) | vol.113 |
| Number (no) | no.221 |
| Page | pp.1-6 |
| #Pages | 6 |
| Date of Issue | 2013-09-11 (RECONF) |
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