Paper Abstract and Keywords |
Presentation |
2009-02-05 16:10
A note on accurate restoration and resolution enhancement of a deteriorated sequence caused by camera shake Makoto Takizawa, Miki Haseyama (Hokudai Univ.) ITS2008-81 IE2008-251 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
This paper proposes an accurate restoration and resolution enhancement method of a sequence deteriorated by camera shake based on super-resolution reconstruction. The proposed method estimates the PSF(Point Spread Function) which denotes the deterioration function of a camera shake. Then, in order to calculate the correspondence between frames in the sequence accurately, we utilize restored frames as substitutes to the original ones. Furthermore, by introducing a new weighting factor, which prevents oversmoothing in the camera shake direction, to the super-resolution reconstructon, an accurate restoration and resolution enhancement can be realized. Simulation results are shown to verify the performance of the proposed method. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Image restoration / Resolution enhancement / Image enlargement / Super-resolution / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 108, no. 425, IE2008-251, pp. 265-268, Feb. 2009. |
Paper # |
IE2008-251 |
Date of Issue |
2009-01-28 (ITS, IE) |
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) |
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ITS2008-81 IE2008-251 |
Conference Information |
Committee |
IE ITS ITE-HI ITE-ME ITE-AIT |
Conference Date |
2009-02-04 - 2009-02-05 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Graduate School of Information Science and Technology Hokkaido Univ |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
Image Processings for ITS, Visual Media Engineering, etc. |
Paper Information |
Registration To |
IE |
Conference Code |
2009-02-IE-ITS-HI-ME-AIT |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
A note on accurate restoration and resolution enhancement of a deteriorated sequence caused by camera shake |
Sub Title (in English) |
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Image restoration |
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Resolution enhancement |
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Image enlargement |
Keyword(4) |
Super-resolution |
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1st Author's Name |
Makoto Takizawa |
1st Author's Affiliation |
Hokkaido University (Hokudai Univ.) |
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Miki Haseyama |
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Hokkaido University (Hokudai Univ.) |
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Speaker |
Author-1 |
Date Time |
2009-02-05 16:10:00 |
Presentation Time |
25 minutes |
Registration for |
IE |
Paper # |
ITS2008-81, IE2008-251 |
Volume (vol) |
vol.108 |
Number (no) |
no.424(ITS), no.425(IE) |
Page |
pp.265-268 |
#Pages |
4 |
Date of Issue |
2009-01-28 (ITS, IE) |
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