Paper Abstract and Keywords |
Presentation |
2019-12-12 16:55
[Fellow Memorial Lecture]
Adaptive signal processing and image processing, linear or non-linear? Mitsuji Muneyasu (Kansai Univ.) SIS2019-30 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
It is well known that an image is nonstationary, the processing according to its local property should be required. Therefore, adaptive processing is promising. However, the application of adaptive processing to an image has many problems. In this lecture, an overview of researches on the multidimensional and nonlinear adaptive signal processing by our group and its application to image processing are introduced. This talk begins with image processing using a linear filter and its problem and describes several algorithms of adaptive signal processing. Next, about the extension to the multidimensional case, the methods proposed by the authors are mainly introduced. Then I shift to the subject for nonlinear filter often used in image processing, and the application to nonlinear filters proposed by our group. Adaptive algorithms are also the core of neural networks that are currently active, so our work to neural networks is also introduced. Finally, the talk is summarized, and future works are described. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
adaptive filter / nonlinear signal processing / noise reduction / multi-dimensional state-space model / ounter propagation network / / / |
Reference Info. |
IEICE Tech. Rep., vol. 119, no. 335, SIS2019-30, pp. 37-37, Dec. 2019. |
Paper # |
SIS2019-30 |
Date of Issue |
2019-12-05 (SIS) |
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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SIS2019-30 |
Conference Information |
Committee |
SIS |
Conference Date |
2019-12-12 - 2019-12-13 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Okayama University of Science |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
Smart Personal Systems, etc. |
Paper Information |
Registration To |
SIS |
Conference Code |
2019-12-SIS |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Adaptive signal processing and image processing, linear or non-linear? |
Sub Title (in English) |
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adaptive filter |
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nonlinear signal processing |
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noise reduction |
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multi-dimensional state-space model |
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ounter propagation network |
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Mitsuji Muneyasu |
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Kansai University (Kansai Univ.) |
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Speaker |
Author-1 |
Date Time |
2019-12-12 16:55:00 |
Presentation Time |
60 minutes |
Registration for |
SIS |
Paper # |
SIS2019-30 |
Volume (vol) |
vol.119 |
Number (no) |
no.335 |
Page |
p.37 |
#Pages |
1 |
Date of Issue |
2019-12-05 (SIS) |
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