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| Presentation | 2011-01-20 11:30 [Poster Presentation] Extraction of Blood Vessels in Retinal Fundus Images using Morphology Filter Bank Altansargai Buyandalai, Yoshikazu Uchiyama (Oita NCT), Yuji Hatanaka (Univ. of Shiga Pre.), Chisako Muramatsu, Takeshi Hara, Hiroshi Fujita (Gifu Univ)  MI2010-101 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | Blood vessel extraction is one important component technology of computer-aided diagnosis for retinal fundus images. This paper proposes a novel method based on morphology filter bank for the extraction of vessel regions in retinal fundus images. Morphology filter bank is a vessel extraction method using the top-hat transformation, which can make the multi-resolution representation such as wavelet analysis. Nodular patterns and linear patterns of various sizes can be enhanced using this method. We applied our method to five images of STARE database. The results indicated that mean area under the ROC curve was 0.9031. Therefore, our method would be useful for the extraction of blood vessels in retinal fundus images. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Retinal fundus image / Vessel Extraction / Filter bank / Mathematical Morphology / Computer-aided diagnosis / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 110, no. 364, MI2010-101, pp. 105-108, Jan. 2011. | |
| Paper # | MI2010-101 | |
| Date of Issue | 2011-01-12 (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 | MI2010-101 |
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| Conference Information | |
| Committee | MI |
| Conference Date | 2011-01-19 - 2011-01-20 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Naha-Bunka-Tembusu |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | General Medical Imaging |
| Paper Information | |
| Registration To | MI |
| Conference Code | 2011-01-MI |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Extraction of Blood Vessels in Retinal Fundus Images using Morphology Filter Bank |
| Sub Title (in English) | |
| Keyword(1) | Retinal fundus image |
| Keyword(2) | Vessel Extraction |
| Keyword(3) | Filter bank |
| Keyword(4) | Mathematical Morphology |
| Keyword(5) | Computer-aided diagnosis |
| Keyword(6) | |
| Keyword(7) | |
| Keyword(8) | |
| 1st Author's Name | Altansargai Buyandalai |
| 1st Author's Affiliation | Oita National College of Technology (Oita NCT) |
| 2nd Author's Name | Yoshikazu Uchiyama |
| 2nd Author's Affiliation | Oita National College of Technology (Oita NCT) |
| 3rd Author's Name | Yuji Hatanaka |
| 3rd Author's Affiliation | The University of Shiga Prefecture (Univ. of Shiga Pre.) |
| 4th Author's Name | Chisako Muramatsu |
| 4th Author's Affiliation | Gifu University (Gifu Univ) |
| 5th Author's Name | Takeshi Hara |
| 5th Author's Affiliation | Gifu University (Gifu Univ) |
| 6th Author's Name | Hiroshi Fujita |
| 6th Author's Affiliation | Gifu University (Gifu Univ) |
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| Speaker | Author-1 |
| Date Time | 2011-01-20 11:30:00 |
| Presentation Time | 30 minutes |
| Registration for | MI |
| Paper # | MI2010-101 |
| Volume (vol) | vol.110 |
| Number (no) | no.364 |
| Page | pp.105-108 |
| #Pages | 4 |
| Date of Issue | 2011-01-12 (MI) |
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