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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
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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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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)  
Keyword(1) adaptive filter  
Keyword(2) nonlinear signal processing  
Keyword(3) noise reduction  
Keyword(4) multi-dimensional state-space model  
Keyword(5) ounter propagation network  
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1st Author's Name Mitsuji Muneyasu  
1st Author's Affiliation 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
Date of Issue 2019-12-05 (SIS) 


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