| Presentation | 2020-03-05 Data Normalization for Shape Classification of Retinal Veins with SOM Akimi Inoue, Hiroaki Koga, |
|---|---|
| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | The Diagnosis of arteriosclerosis in fundus based on the blood vessels shapes such as dents and distortions. For automation of this diagnosis, we classify blood vessel shape by using SOM. However, the position and angle of the blood vessel are not constant. As a result, the classification results is influenced by these. In this paper, we consider the standardization method to arrange vein position, angle, and size. The propose method provides better classification focused on shape compared to the conventional method with unstandardized data. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | SOM / retinal veins / shape classification / standardization / clustering |
| Paper # | SIS2019-42 |
| Date of Issue | 2020-02-27 (SIS) |
| Conference Information | |
| Committee | SIS |
|---|---|
| Conference Date | 2020/3/5(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Saitama Hall |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Soft Computing, etc. |
| Chair | Takayuki Nakachi(NTT) |
| Vice Chair | Noriaki Suetake(Yamaguchi Univ.) / Tomoaki Kimura(Kanagawa Inst. of Tech.) |
| Secretary | Noriaki Suetake(Tokyo Metropolitan Univ.) / Tomoaki Kimura(Kindai Univ.) |
| Assistant | Hideaki Misawa(National Inst. of Tech., Ube College) / Yukihiro Bandoh(NTT) |
| Paper Information | |
| Registration To | Technical Committee on Smart Info-Media Systems |
|---|---|
| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Data Normalization for Shape Classification of Retinal Veins with SOM |
| Sub Title (in English) | |
| Keyword(1) | SOM |
| Keyword(2) | retinal veins |
| Keyword(3) | shape classification |
| Keyword(4) | standardization |
| Keyword(5) | clustering |
| 1st Author's Name | Akimi Inoue |
| 1st Author's Affiliation | National Institute of Technology, Kurume College(NIT,KC) |
| 2nd Author's Name | Hiroaki Koga |
| 2nd Author's Affiliation | National Institute of Technology, Kurume College(NIT,KC) |
| Date | 2020-03-05 |
| Paper # | SIS2019-42 |
| Volume (vol) | vol.119 |
| Number (no) | SIS-458 |
| Page | pp.pp.29-34(SIS), |
| #Pages | 6 |
| Date of Issue | 2020-02-27 (SIS) |