Paper Abstract and Keywords |
Presentation |
2011-07-13 13:00
[Special Talk]
Learning-Based Super-Resolution Yen-Wei Chen (Ritsumeikan Univ.) MI2011-44 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
Super-resolution is a technique to enhance the image resolution. Unlike conventional interpolation techniques, super-resolution techniques can improve over the resolution of image sensor. Super-resolution techniques can be divided into two categories. One is called multi-frame super-resolution, which is based on sub-pixel registration among multi-frame low resolution images. Another one is called example or learning based single frame super resolution. In this paper, we will introduce several recently proposed example and learning based super resolution techniques. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Multi-frame super resolution / Single-frame super resolution / Learning / Example-based super resolution / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 111, no. 127, MI2011-44, pp. 61-66, July 2011. |
Paper # |
MI2011-44 |
Date of Issue |
2011-07-05 (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 |
MI2011-44 |
Conference Information |
Committee |
MI |
Conference Date |
2011-07-12 - 2011-07-13 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Hokkaido University |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
General Medical Imaging |
Paper Information |
Registration To |
MI |
Conference Code |
2011-07-MI |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Learning-Based Super-Resolution |
Sub Title (in English) |
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Multi-frame super resolution |
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Single-frame super resolution |
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Learning |
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Example-based super resolution |
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Yen-Wei Chen |
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Ritsumeikan University (Ritsumeikan Univ.) |
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Speaker |
Author-1 |
Date Time |
2011-07-13 13:00:00 |
Presentation Time |
60 minutes |
Registration for |
MI |
Paper # |
MI2011-44 |
Volume (vol) |
vol.111 |
Number (no) |
no.127 |
Page |
pp.61-66 |
#Pages |
6 |
Date of Issue |
2011-07-05 (MI) |