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| Presentation | 2010-05-14 16:00 Two-Dimensional Block Kalman Filter with Colored Driving Source for Image Restoration Ryu Nagayasu, Nari Tanabe (Tokyo Univ. of Science, Suwa), Toshihiro Furukawa (Tokyo Univ. of Science)  IE2010-47 PRMU2010-35 MI2010-35 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | This method aims to achieve high quality image restoration for blur and noise disturbance from the canonical state space models with (i) a state equation composed of the original image, and (ii) an observation equation composed of the original image, blur, and noise. The remarkable feature of the proposed method is realization of high performance image restoration without sacrificing original image despite simple image restoration using only Kalman filter. We show the effectiveness of the proposed method, using numerical results and subjective evaluation results. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Image restoration / blur / noise / two-dimensional block Kalman filter / auto regressive / colored driving source / / | |
| Reference Info. | IEICE Tech. Rep., vol. 110, no. 26, IE2010-47, pp. 187-192, May 2010. | |
| Paper # | IE2010-47 | |
| Date of Issue | 2010-05-06 (IE, PRMU, MI) | |
| 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 | IE2010-47 PRMU2010-35 MI2010-35 |
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| Conference Information | |
| Committee | PRMU IE MI |
| Conference Date | 2010-05-13 - 2010-05-14 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Chubu Univ. |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Paper Information | |
| Registration To | IE |
| Conference Code | 2010-05-PRMU-IE-MI |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Two-Dimensional Block Kalman Filter with Colored Driving Source for Image Restoration |
| Sub Title (in English) | |
| Keyword(1) | Image restoration |
| Keyword(2) | blur |
| Keyword(3) | noise |
| Keyword(4) | two-dimensional block Kalman filter |
| Keyword(5) | auto regressive |
| Keyword(6) | colored driving source |
| Keyword(7) | |
| Keyword(8) | |
| 1st Author's Name | Ryu Nagayasu |
| 1st Author's Affiliation | Tokyo University of Science, Suwa (Tokyo Univ. of Science, Suwa) |
| 2nd Author's Name | Nari Tanabe |
| 2nd Author's Affiliation | Tokyo University of Science, Suwa (Tokyo Univ. of Science, Suwa) |
| 3rd Author's Name | Toshihiro Furukawa |
| 3rd Author's Affiliation | Tokyo University of Science (Tokyo Univ. of Science) |
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| Speaker | Author-1 |
| Date Time | 2010-05-14 16:00:00 |
| Presentation Time | 30 minutes |
| Registration for | IE |
| Paper # | IE2010-47, PRMU2010-35, MI2010-35 |
| Volume (vol) | vol.110 |
| Number (no) | no.26(IE), no.27(PRMU), no.28(MI) |
| Page | pp.187-192 |
| #Pages | 6 |
| Date of Issue | 2010-05-06 (IE, PRMU, MI) |
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