| IEICE Technical Committee Submission System Conference Paper's Information |
Online Proceedings [Sign in] Tech. Rep. Archives |
| Go Top Page | Go Previous | [Japanese] / [English] |
| Paper Abstract and Keywords | ||
| Presentation | 2012-01-20 11:25 [Poster Presentation] Computerized extraction of vessel regions in retinal fundus images -- Performance evaluation using DRIVE Database -- Shota Uruma (ONCT), Yoshikazu Uchiyama (Kumamoto Univ.), Prochazka Zdenek (ONCT), Yuji Hatanaka (Univ. of Shiga Pref.), Chisako Muramatsu, Takeshi Hara, Hiroshi Fujita (Gifu Univ.), Junji Shiraishi (Kumamoto Univ.)  MI2011-134 |
|
| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | Blood vessel extraction is one important component technology of computer-aided diagnosis for the retinal fundus images. We developed a morphology filter bank for the enhancement of vessel regions in retinal fundus images. By using morphology filter bank, nodular patterns and linear patterns of various sizes can be enhanced. We applied our method to 40 images in the DRIVE database. The results indicated that mean area under the ROC curve was 0.919. Therefore, our method would be useful for the extraction of blood vessels in the retinal fundus images. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Retinal fundus image / Vessel Extraction / Morphology Filter bank / Computer-aided diagnosis / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 111, no. 389, MI2011-134, pp. 315-318, Jan. 2012. | |
| Paper # | MI2011-134 | |
| Date of Issue | 2012-01-12 (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 | MI2011-134 |
|
| Conference Information | |
| Committee | MI |
| Conference Date | 2012-01-19 - 2012-01-20 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Paper Information | |
| Registration To | MI |
| Conference Code | 2012-01-MI |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Computerized extraction of vessel regions in retinal fundus images |
| Sub Title (in English) | Performance evaluation using DRIVE Database |
| Keyword(1) | Retinal fundus image |
| Keyword(2) | Vessel Extraction |
| Keyword(3) | Morphology Filter bank |
| Keyword(4) | Computer-aided diagnosis |
| Keyword(5) | |
| Keyword(6) | |
| Keyword(7) | |
| Keyword(8) | |
| 1st Author's Name | Shota Uruma |
| 1st Author's Affiliation | Oita National College of Technology (ONCT) |
| 2nd Author's Name | Yoshikazu Uchiyama |
| 2nd Author's Affiliation | Kumamoto University (Kumamoto Univ.) |
| 3rd Author's Name | Prochazka Zdenek |
| 3rd Author's Affiliation | Oita National College of Technology (ONCT) |
| 4th Author's Name | Yuji Hatanaka |
| 4th Author's Affiliation | University of Shiga Prefecture (Univ. of Shiga Pref.) |
| 5th Author's Name | Chisako Muramatsu |
| 5th Author's Affiliation | Gifu University (Gifu Univ.) |
| 6th Author's Name | Takeshi Hara |
| 6th Author's Affiliation | Gifu University (Gifu Univ.) |
| 7th Author's Name | Hiroshi Fujita |
| 7th Author's Affiliation | Gifu University (Gifu Univ.) |
| 8th Author's Name | Junji Shiraishi |
| 8th Author's Affiliation | Kumamoto University (Kumamoto Univ.) |
| 9th Author's Name | |
| 9th Author's Affiliation | () |
| 10th Author's Name | |
| 10th Author's Affiliation | () |
| 11th Author's Name | |
| 11th Author's Affiliation | () |
| 12th Author's Name | |
| 12th Author's Affiliation | () |
| 13th Author's Name | |
| 13th Author's Affiliation | () |
| 14th Author's Name | |
| 14th Author's Affiliation | () |
| 15th Author's Name | |
| 15th Author's Affiliation | () |
| 16th Author's Name | |
| 16th Author's Affiliation | () |
| 17th Author's Name | |
| 17th Author's Affiliation | () |
| 18th Author's Name | |
| 18th Author's Affiliation | () |
| Speaker | Author-1 |
| Date Time | 2012-01-20 11:25:00 |
| Presentation Time | 30 minutes |
| Registration for | MI |
| Paper # | MI2011-134 |
| Volume (vol) | vol.111 |
| Number (no) | no.389 |
| Page | pp.315-318 |
| #Pages | 4 |
| Date of Issue | 2012-01-12 (MI) |
[Return to Top Page]