| Paper Abstract and Keywords |
| Presentation |
2008-01-26 13:00
Recognition method of main-stem vessels for arteriolar narrowing detection on retinal fundus images Toshifumi Hayashi, Toshiaki Nakagawa (Gifu Univ.), Yuji Hatanaka (Gifu National College of Tech.), Yoshinori Hayashi (TAK), Akira Aoyama (Ogaki Municipal Hospital), Yutaka Mizukusa, Akihiro Fujita (Kowa), Masakatsu Kakogawa (TAK), Takeshi Hara, Hiroshi Fujita, Tetsuya Yamamoto (Gifu Univ.) MI2007-131 |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
We have been developing a computer-aided diagnosis system for early detection of arteriolar narrowing on retinal fundus images. Our scheme consists of extraction of blood vessel, classification of artery and vain, recognition of main-stem vessel, and detection of arteriolar narrowing by the artery-vain diameter ratio. Recognition of main-stem vessel is important for improving the performance of the detection. Therefore, we propose recognition method of main-stem vessels based on blood-vessel diameter. Eighty images were used to estimate our scheme. As a result, the sensitivity for detection arteriolar narrowing was 81% with 3.3 false-positive vessels per image. Therefore, the technique we proposed in this study may be useful for detection of arteriolar narrowing. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
retinal fundus image / computer-aided diagnosis / arteriolar narrowing / main-stem vessel / / / / |
| Reference Info. |
IEICE Tech. Rep., vol. 107, no. 461, MI2007-131, pp. 377-382, Jan. 2008. |
| Paper # |
MI2007-131 |
| Date of Issue |
2008-01-18 (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 |
MI2007-131 |
| Conference Information |
| Committee |
MI |
| Conference Date |
2008-01-25 - 2008-01-26 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
Naha-Bunka-Tenbusu |
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
Medical Imaging |
| Paper Information |
| Registration To |
MI |
| Conference Code |
2008-01-MI |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
Recognition method of main-stem vessels for arteriolar narrowing detection on retinal fundus images |
| Sub Title (in English) |
|
| Keyword(1) |
retinal fundus image |
| Keyword(2) |
computer-aided diagnosis |
| Keyword(3) |
arteriolar narrowing |
| Keyword(4) |
main-stem vessel |
| Keyword(5) |
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| Keyword(6) |
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| Keyword(7) |
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| Keyword(8) |
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| 1st Author's Name |
Toshifumi Hayashi |
| 1st Author's Affiliation |
Gifu University (Gifu Univ.) |
| 2nd Author's Name |
Toshiaki Nakagawa |
| 2nd Author's Affiliation |
Gifu University (Gifu Univ.) |
| 3rd Author's Name |
Yuji Hatanaka |
| 3rd Author's Affiliation |
Gifu National College of Technology (Gifu National College of Tech.) |
| 4th Author's Name |
Yoshinori Hayashi |
| 4th Author's Affiliation |
TAK Co., Ltd. (TAK) |
| 5th Author's Name |
Akira Aoyama |
| 5th Author's Affiliation |
Ogaki Municipal Hospital (Ogaki Municipal Hospital) |
| 6th Author's Name |
Yutaka Mizukusa |
| 6th Author's Affiliation |
Kowa Company, Ltd. (Kowa) |
| 7th Author's Name |
Akihiro Fujita |
| 7th Author's Affiliation |
Kowa Company, Ltd. (Kowa) |
| 8th Author's Name |
Masakatsu Kakogawa |
| 8th Author's Affiliation |
TAK Co., Ltd. (TAK) |
| 9th Author's Name |
Takeshi Hara |
| 9th Author's Affiliation |
Gifu University (Gifu Univ.) |
| 10th Author's Name |
Hiroshi Fujita |
| 10th Author's Affiliation |
Gifu University (Gifu Univ.) |
| 11th Author's Name |
Tetsuya Yamamoto |
| 11th Author's Affiliation |
Gifu University (Gifu Univ.) |
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| Speaker |
Author-1 |
| Date Time |
2008-01-26 13:00:00 |
| Presentation Time |
60 minutes |
| Registration for |
MI |
| Paper # |
MI2007-131 |
| Volume (vol) |
vol.107 |
| Number (no) |
no.461 |
| Page |
pp.377-382 |
| #Pages |
6 |
| Date of Issue |
2008-01-18 (MI) |