Paper Abstract and Keywords |
Presentation |
2014-11-18 16:05
Extraction of Nodular Components and Line Components using Morphology Filter Bank and Its Evaluation Ryutaro Hashimoto, Keiichi Uchimura, Gou Koutaki, Yoshikazu Uchiyama (Kumamoto Univ.) MI2014-51 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
We propose a new method called Morphology Filter Bank for extracting nodular patterns and line patterns of various sizes in images. This filter bank can reconstruct the original image perfectly from the decomposed components. In this paper, we evaluate the performances of the proposed method and a conventional method using hessian matrix in synthesized images. As results of the evaluation by using NMSE and SSIM, the proposed method showed better performance than that of conventional method. In addition, by applying this filter bank and conventional method to mammogram, retinal fundus image, and lung CT image, we will demonstrate characteristics of the proposed method. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Filter bank / Mathematical morphology / Multi-resolution representation / / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 114, no. 311, MI2014-51, pp. 43-48, Nov. 2014. |
Paper # |
MI2014-51 |
Date of Issue |
2014-11-11 (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) |
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MI2014-51 |
Conference Information |
Committee |
MI |
Conference Date |
2014-11-18 - 2014-11-18 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
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Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
Interdisciplinary research on medical imaging, etc. |
Paper Information |
Registration To |
MI |
Conference Code |
2014-11-MI |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Extraction of Nodular Components and Line Components using Morphology Filter Bank and Its Evaluation |
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Filter bank |
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Mathematical morphology |
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Multi-resolution representation |
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1st Author's Name |
Ryutaro Hashimoto |
1st Author's Affiliation |
Kumamoto University (Kumamoto Univ.) |
2nd Author's Name |
Keiichi Uchimura |
2nd Author's Affiliation |
Kumamoto University (Kumamoto Univ.) |
3rd Author's Name |
Gou Koutaki |
3rd Author's Affiliation |
Kumamoto University (Kumamoto Univ.) |
4th Author's Name |
Yoshikazu Uchiyama |
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Kumamoto University (Kumamoto Univ.) |
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Speaker |
Author-1 |
Date Time |
2014-11-18 16:05:00 |
Presentation Time |
25 minutes |
Registration for |
MI |
Paper # |
MI2014-51 |
Volume (vol) |
vol.114 |
Number (no) |
no.311 |
Page |
pp.43-48 |
#Pages |
6 |
Date of Issue |
2014-11-11 (MI) |
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