Paper Abstract and Keywords |
Presentation |
2007-03-05 16:25
An Optimal Design for Morphological Filters with Deteriorate Images Atsushi Fujiki, Mitsuji Muneyasu (Kansai Univ.), Akira Asano (Hiroshima Univ.) CAS2006-91 SIP2006-192 CS2006-108 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
For noise reduction in texture images by the opening operation which is one of morphology operations, the optimization technique for estimating the structure element by some texture model called “PGPC model” has been proposed. In this model, we consider the texture images to be composed of an arrangement of similar small objects. The similar texture image and its corrupted one is used for estimation of the structure elements in this technique. However, in real application, the estimation of the structure element from the corrupted image is desirable. In this paper, we propose the technique to estimate the optimal structure elements from corrupted images. This technique consists of the simulated annealing with changing of several constraints. The proposed technique provides almost same structures as given by the supervised training. The proposed method is also extended to the optimal design of closing filters. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
noise reduction / morphology / structuring element / opening / closing / corrupted image / / |
Reference Info. |
IEICE Tech. Rep., vol. 106, no. 569, SIP2006-192, pp. 81-86, March 2007. |
Paper # |
SIP2006-192 |
Date of Issue |
2007-02-26 (CAS, SIP, CS) |
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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CAS2006-91 SIP2006-192 CS2006-108 |
Conference Information |
Committee |
SIP CAS CS |
Conference Date |
2007-03-05 - 2007-03-06 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Blancart Misasa (Tottori) |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
Signal Processing for Communications, Code Theory, etc. |
Paper Information |
Registration To |
SIP |
Conference Code |
2007-03-SIP-CAS-CS |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
An Optimal Design for Morphological Filters with Deteriorate Images |
Sub Title (in English) |
|
Keyword(1) |
noise reduction |
Keyword(2) |
morphology |
Keyword(3) |
structuring element |
Keyword(4) |
opening |
Keyword(5) |
closing |
Keyword(6) |
corrupted image |
Keyword(7) |
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Keyword(8) |
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1st Author's Name |
Atsushi Fujiki |
1st Author's Affiliation |
Kansai Univeristy (Kansai Univ.) |
2nd Author's Name |
Mitsuji Muneyasu |
2nd Author's Affiliation |
Kansai Univeristy (Kansai Univ.) |
3rd Author's Name |
Akira Asano |
3rd Author's Affiliation |
Hiroshima Univeristy (Hiroshima Univ.) |
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Speaker |
Author-2 |
Date Time |
2007-03-05 16:25:00 |
Presentation Time |
25 minutes |
Registration for |
SIP |
Paper # |
CAS2006-91, SIP2006-192, CS2006-108 |
Volume (vol) |
vol.106 |
Number (no) |
no.567(CAS), no.569(SIP), no.571(CS) |
Page |
pp.81-86 |
#Pages |
6 |
Date of Issue |
2007-02-26 (CAS, SIP, CS) |
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