| Presentation | 2012-01-20 Computerized extraction of vessel regions in retinal fundus images : Performance evaluation using DRIVE Database Shota URUMA, Yoshikazu UCHIYAMA, Prochazka ZDENEK, Yuji HATANAKA, Chisako MURAMATSU, Takeshi HARA, Junji SHIRAISHI, Hiroshi FUJITA, |
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| Abstract(in Japanese) | (See Japanese page) |
| Abstract(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) |
| Keyword(in English) | Retinal fundus image / Vessel Extraction / Morphology Filter bank / Computer-aided diagnosis |
| Paper # | MI2011-134 |
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| Conference Information | |
| Committee | MI |
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| Conference Date | 2012/1/12(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Medical Imaging (MI) |
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| Language | JPN |
| 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 : Performance evaluation using DRIVE Database |
| Sub Title (in English) | |
| Keyword(1) | Retinal fundus image |
| Keyword(2) | Vessel Extraction |
| Keyword(3) | Morphology Filter bank |
| Keyword(4) | Computer-aided diagnosis |
| 1st Author's Name | Shota URUMA |
| 1st Author's Affiliation | Dept. of Electrical, Electronic Information Engineering, Oita National College of Technology() |
| 2nd Author's Name | Yoshikazu UCHIYAMA |
| 2nd Author's Affiliation | Faculty of Life Sciences, Kumamoto University |
| 3rd Author's Name | Prochazka ZDENEK |
| 3rd Author's Affiliation | Dept. of Electrical, Electronic Information Engineering, Oita National College of Technology |
| 4th Author's Name | Yuji HATANAKA |
| 4th Author's Affiliation | Dept. of Electronic Systems Eng., School of Eng., Univ. of Shiga Pref. |
| 5th Author's Name | Chisako MURAMATSU |
| 5th Author's Affiliation | Dept. of Intelligent Image Information, Graduate School of Medicine, Gifu University |
| 6th Author's Name | Takeshi HARA |
| 6th Author's Affiliation | Dept. of Intelligent Image Information, Graduate School of Medicine, Gifu University |
| 7th Author's Name | Junji SHIRAISHI |
| 7th Author's Affiliation | Faculty of Life Sciences, Kumamoto University |
| 8th Author's Name | Hiroshi FUJITA |
| 8th Author's Affiliation | Dept. of Intelligent Image Information, Graduate School of Medicine, Gifu University |
| Date | 2012-01-20 |
| Paper # | MI2011-134 |
| Volume (vol) | vol.111 |
| Number (no) | 389 |
| Page | pp.pp.- |
| #Pages | 4 |
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