Paper Abstract and Keywords |
Presentation |
2020-03-05 14:20
Data Normalization for Shape Classification of Retinal Veins with SOM Akimi Inoue, Hiroaki Koga (NIT,KC) SIS2019-42 |
Abstract |
(in Japanese) |
(See Japanese page) |
(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) |
(in English) |
SOM / retinal veins / shape classification / standardization / clustering / / / |
Reference Info. |
IEICE Tech. Rep., vol. 119, no. 458, SIS2019-42, pp. 29-34, March 2020. |
Paper # |
SIS2019-42 |
Date of Issue |
2020-02-27 (SIS) |
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) |
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SIS2019-42 |
Conference Information |
Committee |
SIS |
Conference Date |
2020-03-05 - 2020-03-06 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Saitama Hall |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
Soft Computing, etc. |
Paper Information |
Registration To |
SIS |
Conference Code |
2020-03-SIS |
Language |
Japanese |
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) |
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Keyword(1) |
SOM |
Keyword(2) |
retinal veins |
Keyword(3) |
shape classification |
Keyword(4) |
standardization |
Keyword(5) |
clustering |
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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) |
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Speaker |
Author-1 |
Date Time |
2020-03-05 14:20:00 |
Presentation Time |
20 minutes |
Registration for |
SIS |
Paper # |
SIS2019-42 |
Volume (vol) |
vol.119 |
Number (no) |
no.458 |
Page |
pp.29-34 |
#Pages |
6 |
Date of Issue |
2020-02-27 (SIS) |
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