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| Paper Abstract and Keywords | ||
| Presentation | 2008-02-01 15:15 Image Restoration and Interpolation by Radial Basis Function Network Zhenxing Pan, Nobumitsu Fujiwara, Shinji Doi, Sadatoshi Kumagai (Osaka Univ.)  NLP2007-152 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | A radial basis function network (RBFN) can be applied to image restoration and interpolation. The RBFN is a linear combination of radial basis functions (RBF's) by RBF coefficients. The RBF coefficients are updated by a simple iterative method without calculating inverse matrices. Since the iterative method is so simple, some existing filters can be adopted easily. In this paper, the simple iterative method and $\varepsilon$-filter are combined to solve problems of image restoration and interpolation, and shown to be an effective method. The iterative method is extended and applied to image compression also. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | radial basis function network / image restoration and interpolation / iterative method / $\varepsilon$-filter / image compression / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 107, no. 478, NLP2007-152, pp. 57-62, Jan. 2008. | |
| Paper # | NLP2007-152 | |
| Date of Issue | 2008-01-25 (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 | NLP2007-152 |
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| Conference Information | |
| Committee | NLP |
| Conference Date | 2008-01-31 - 2008-02-01 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Paper Information | |
| Registration To | NLP |
| Conference Code | 2008-01-NLP |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Image Restoration and Interpolation by Radial Basis Function Network |
| Sub Title (in English) | |
| Keyword(1) | radial basis function network |
| Keyword(2) | image restoration and interpolation |
| Keyword(3) | iterative method |
| Keyword(4) | $\varepsilon$-filter |
| Keyword(5) | image compression |
| Keyword(6) | |
| Keyword(7) | |
| Keyword(8) | |
| 1st Author's Name | Zhenxing Pan |
| 1st Author's Affiliation | Osaka University (Osaka Univ.) |
| 2nd Author's Name | Nobumitsu Fujiwara |
| 2nd Author's Affiliation | Osaka University (Osaka Univ.) |
| 3rd Author's Name | Shinji Doi |
| 3rd Author's Affiliation | Osaka University (Osaka Univ.) |
| 4th Author's Name | Sadatoshi Kumagai |
| 4th Author's Affiliation | Osaka University (Osaka Univ.) |
| Speaker | Author-1 |
| Date Time | 2008-02-01 15:15:00 |
| Presentation Time | 25 minutes |
| Registration for | NLP |
| Paper # | NLP2007-152 |
| Volume (vol) | vol.107 |
| Number (no) | no.478 |
| Page | pp.57-62 |
| #Pages | 6 |
| Date of Issue | 2008-01-25 (NLP) |
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