Detail publikačního výsledku

Symptoms Detection in Eye Retina Image

KOŠTIALIK, D.; MARUNIAK, L.; DRAHANSKÝ, M.

Originální název

Symptoms Detection in Eye Retina Image

Anglický název

Symptoms Detection in Eye Retina Image

Druh

Stať ve sborníku v databázi WoS či Scopus

Originální abstrakt

Diabetic retinopathy and age related macular degeneration are among the most common eye retina diseases, which cause partial or complete blindness. The purpose of this study is to design and implement software for automatic detection of symptoms from eye fundus images. The detection algorithm is based on segmentation methods and follow up analysis of segmented areas. Detection of retina objects such as optic disc, macula and blood vessels is important prior symptoms detection as they can adversely affect the results of the analysis. Total 259 images of four databases were analyzed and algorithm reaches more than 90 % average success rate. The software might be useful in combination with appropriate hardware and optic devices, and can find a practical application in global population screening.

Anglický abstrakt

Diabetic retinopathy and age related macular degeneration are among the most common eye retina diseases, which cause partial or complete blindness. The purpose of this study is to design and implement software for automatic detection of symptoms from eye fundus images. The detection algorithm is based on segmentation methods and follow up analysis of segmented areas. Detection of retina objects such as optic disc, macula and blood vessels is important prior symptoms detection as they can adversely affect the results of the analysis. Total 259 images of four databases were analyzed and algorithm reaches more than 90 % average success rate. The software might be useful in combination with appropriate hardware and optic devices, and can find a practical application in global population screening.

Klíčová slova

eye retina, symptoma, macula, optic disc, segmentation

Klíčová slova v angličtině

eye retina, symptoma, macula, optic disc, segmentation

Autoři

KOŠTIALIK, D.; MARUNIAK, L.; DRAHANSKÝ, M.

Rok RIV

2018

Vydáno

02.02.2018

Nakladatel

IEEE Computer Society

Místo

Hawaii

ISBN

978-1-5386-2725-9

Kniha

2017 IEEE Symposium Series on Computational Intelligence

Strany od

1

Strany do

6

Strany počet

6

URL

https://www.fit.vut.cz/research/publication/11531/

BibTex

@inproceedings{BUT144476,
  author="Daniel {Koštialik} and Lukáš {Maruniak} and Martin {Drahanský}",
  title="Symptoms Detection in Eye Retina Image",
  booktitle="2017 IEEE Symposium Series on Computational Intelligence",
  year="2018",
  pages="1--6",
  publisher="IEEE Computer Society",
  address="Hawaii",
  doi="10.1109/SSCI.2017.8285165",
  isbn="978-1-5386-2725-9",
  url="https://www.fit.vut.cz/research/publication/11531/"
}

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