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| Presentation | 2013-01-25 13:10 Automated microaneurysms detection in retinal fundus images -- Performance evaluation using ROC Database -- Yuji Hatanaka, Tsuyoshi Inoue, Susumu Okumura (Univ. of Shiga Pref.), Chisako Muramatsu, Hiroshi Fujita (Gifu Univ.)  MI2012-106 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | The purpose of this study is to improve the automated microaneurysms (MAs) detection in the retinal fundus images. Although we proposed MAs detection based on double ring filter, its method had many false positive. This paper describes about the new automated MAs detection method using eigenvalue analysis based on Hessian matrix. In the evaluation using ROC (Retinopathy Online Challenge) database, the sensitivity was 72% when the number of false positives per image was 8. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Microaneurysm / Retinal fundus image / Hessian matrix / Automated detection / Computer-aided diagnosis / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 112, no. 411, MI2012-106, pp. 231-234, Jan. 2013. | |
| Paper # | MI2012-106 | |
| Date of Issue | 2013-01-17 (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 | MI2012-106 |
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| Conference Information | |
| Committee | MI |
| Conference Date | 2013-01-24 - 2013-01-25 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Bunka Tenbusu Kan |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Computational anatomy and its application to computer assisted diagnosis and therapy, etc |
| Paper Information | |
| Registration To | MI |
| Conference Code | 2013-01-MI |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Automated microaneurysms detection in retinal fundus images |
| Sub Title (in English) | Performance evaluation using ROC Database |
| Keyword(1) | Microaneurysm |
| Keyword(2) | Retinal fundus image |
| Keyword(3) | Hessian matrix |
| Keyword(4) | Automated detection |
| Keyword(5) | Computer-aided diagnosis |
| Keyword(6) | |
| Keyword(7) | |
| Keyword(8) | |
| 1st Author's Name | Yuji Hatanaka |
| 1st Author's Affiliation | The University of Shiga Prefecture (Univ. of Shiga Pref.) |
| 2nd Author's Name | Tsuyoshi Inoue |
| 2nd Author's Affiliation | The University of Shiga Prefecture (Univ. of Shiga Pref.) |
| 3rd Author's Name | Susumu Okumura |
| 3rd Author's Affiliation | The University of Shiga Prefecture (Univ. of Shiga Pref.) |
| 4th Author's Name | Chisako Muramatsu |
| 4th Author's Affiliation | Gifu University (Gifu Univ.) |
| 5th Author's Name | Hiroshi Fujita |
| 5th Author's Affiliation | Gifu University (Gifu Univ.) |
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| Speaker | Author-1 |
| Date Time | 2013-01-25 13:10:00 |
| Presentation Time | 20 minutes |
| Registration for | MI |
| Paper # | MI2012-106 |
| Volume (vol) | vol.112 |
| Number (no) | no.411 |
| Page | pp.231-234 |
| #Pages | 4 |
| Date of Issue | 2013-01-17 (MI) |
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