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| Presentation | 2012-01-26 16:30 Image restoration by eigenspace-BPLP method using texture segmentation Youhei Furuya, Kunio Oishi (Tokyo Univ. of Tech.)  SIP2011-93 RCS2011-282 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | The eigenspace-BPLP method that restores the damaged images was proposed by Dr.Amano, et al. This method approximates the missing region by eigenspace that spanned with principal component vectors. The result is obscure if restoring it by major principal component vectors. A clear image will be obtained if a minor principal component vector is also used. However, the reconstruction accuracy deteriorates. This paper presents a new restoration method using texture segmentation. The proposed method restores by different eigenspace for each texture region. Do the experiment to verify the validity, and shows the improvement in restoration accuracy if using minor principal component vectors. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Eigenspace method / BPLP / Texture segmentation / Image restoration / Image interpolation / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 111, no. 403, SIP2011-93, pp. 91-96, Jan. 2012. | |
| Paper # | SIP2011-93 | |
| Date of Issue | 2012-01-19 (SIP, RCS) | |
| 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 | SIP2011-93 RCS2011-282 |
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| Conference Information | |
| Committee | RCS SIP |
| Conference Date | 2012-01-26 - 2012-01-27 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Fukuoka Univ. |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Signal Processing for Wireless Systems, etc. |
| Paper Information | |
| Registration To | SIP |
| Conference Code | 2012-01-RCS-SIP |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Image restoration by eigenspace-BPLP method using texture segmentation |
| Sub Title (in English) | |
| Keyword(1) | Eigenspace method |
| Keyword(2) | BPLP |
| Keyword(3) | Texture segmentation |
| Keyword(4) | Image restoration |
| Keyword(5) | Image interpolation |
| Keyword(6) | |
| Keyword(7) | |
| Keyword(8) | |
| 1st Author's Name | Youhei Furuya |
| 1st Author's Affiliation | Tokyo University of Technology (Tokyo Univ. of Tech.) |
| 2nd Author's Name | Kunio Oishi |
| 2nd Author's Affiliation | Tokyo University of Technology (Tokyo Univ. of Tech.) |
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| Speaker | Author-1 |
| Date Time | 2012-01-26 16:30:00 |
| Presentation Time | 25 minutes |
| Registration for | SIP |
| Paper # | SIP2011-93, RCS2011-282 |
| Volume (vol) | vol.111 |
| Number (no) | no.403(SIP), no.404(RCS) |
| Page | pp.91-96 |
| #Pages | 6 |
| Date of Issue | 2012-01-19 (SIP, RCS) |
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