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| Presentation | 2011-05-26 13:00 Cellular Neural Networks with Switching Two Types of Templates Yoshihiro Kato, Yasuhiro Ueda, Yoko Uwate, Yoshifumi Nishio (Tokushima Univ.)  NLP2011-1 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | In this study, we propose Cellular Neural Networks with switching two types of templates. In the CNN, space varying system is known that it can perform complex processing. Generally, the space varying CNN is not easy to design. However, we can set existing template on each cell of CNN by the proposed method. In the edge detection, the indistinct portion is not detected by the conventional CNN with "Edge detection" template of 3×3 matrix. It is difficult for CNN to recognize that it is the edge or not. Additionally, the detected edge is too bold and some noises are left with "Edge detection" template of 5×5 matrix. By switching these templates in case, we can detect edge in indistinct position. In pattern formation, generally, simple pattern is formed by using one template. On the other hand, some complex patterns are formed by the proposed method. From some simulation results, we confirm that the proposed method is effective for various image processing. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Cellular Neural Networks / Image processing / / / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 111, no. 62, NLP2011-1, pp. 1-4, May 2011. | |
| Paper # | NLP2011-1 | |
| Date of Issue | 2011-05-19 (NLP) | |
| 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 | NLP2011-1 |
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| Conference Information | |
| Committee | NLP |
| Conference Date | 2011-05-26 - 2011-05-27 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Olive park olive memorial hall |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | General |
| Paper Information | |
| Registration To | NLP |
| Conference Code | 2011-05-NLP |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Cellular Neural Networks with Switching Two Types of Templates |
| Sub Title (in English) | |
| Keyword(1) | Cellular Neural Networks |
| Keyword(2) | Image processing |
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| 1st Author's Name | Yoshihiro Kato |
| 1st Author's Affiliation | Tokushima University (Tokushima Univ.) |
| 2nd Author's Name | Yasuhiro Ueda |
| 2nd Author's Affiliation | Tokushima University (Tokushima Univ.) |
| 3rd Author's Name | Yoko Uwate |
| 3rd Author's Affiliation | Tokushima University (Tokushima Univ.) |
| 4th Author's Name | Yoshifumi Nishio |
| 4th Author's Affiliation | Tokushima University (Tokushima Univ.) |
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| Speaker | Author-1 |
| Date Time | 2011-05-26 13:00:00 |
| Presentation Time | 25 minutes |
| Registration for | NLP |
| Paper # | NLP2011-1 |
| Volume (vol) | vol.111 |
| Number (no) | no.62 |
| Page | pp.1-4 |
| #Pages | 4 |
| Date of Issue | 2011-05-19 (NLP) |
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