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| Presentation | 2017-12-14 14:30 A Method for Image Regularization with Morphological Gradient Priors Considering Optimization of SE Yudai Ikeshita, Mitsuji Muneyasu (Kansai Univ.), Makoto Nakashizuka (CIT), Soh Yoshida (Kansai Univ.)  SIS2017-40 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | An image restoration by image regularization with morphological gradient priors has been proposed. In the method, the selection of structuring element (SE) in the morphological gradient priors is essential, and the optimal SE will give the superior results. In this paper, we propose a method to optimize the SE for the image regularization problem. The proposed method adopts a new objective function to optimize the SE and can perform the regularization with the selection of the optimal SE. Therefore, we expect an improvement of the accurate image restoration. Finally, the experimental result shows the effectiveness of the proposed method. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | morphology / morphological gradient / regularization / image restoration / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 117, no. 349, SIS2017-40, pp. 39-44, Dec. 2017. | |
| Paper # | SIS2017-40 | |
| Date of Issue | 2017-12-07 (SIS) | |
| 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 | SIS2017-40 |
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| Conference Information | |
| Committee | SIS |
| Conference Date | 2017-12-14 - 2017-12-15 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Tottori Prefectural Center for Lifelong Learning |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | System on Silicon, Short Range Wireless Systems, etc. |
| Paper Information | |
| Registration To | SIS |
| Conference Code | 2017-12-SIS |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A Method for Image Regularization with Morphological Gradient Priors Considering Optimization of SE |
| Sub Title (in English) | |
| Keyword(1) | morphology |
| Keyword(2) | morphological gradient |
| Keyword(3) | regularization |
| Keyword(4) | image restoration |
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| 1st Author's Name | Yudai Ikeshita |
| 1st Author's Affiliation | Kansai university (Kansai Univ.) |
| 2nd Author's Name | Mitsuji Muneyasu |
| 2nd Author's Affiliation | Kansai university (Kansai Univ.) |
| 3rd Author's Name | Makoto Nakashizuka |
| 3rd Author's Affiliation | Chiba Institute of Technology (CIT) |
| 4th Author's Name | Soh Yoshida |
| 4th Author's Affiliation | Kansai university (Kansai Univ.) |
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| Speaker | Author-1 |
| Date Time | 2017-12-14 14:30:00 |
| Presentation Time | 20 minutes |
| Registration for | SIS |
| Paper # | SIS2017-40 |
| Volume (vol) | vol.117 |
| Number (no) | no.349 |
| Page | pp.39-44 |
| #Pages | 6 |
| Date of Issue | 2017-12-07 (SIS) |
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