Publication detail

Detection of Glaucomatous Eye via Color Fundus Images Using Fractal Dimensions

KOLÁŘ, R. JAN, J.

Original Title

Detection of Glaucomatous Eye via Color Fundus Images Using Fractal Dimensions

Czech Title

Detection of Glaucomatous Eye via Color Fundus Images Using Fractal Dimensions

English Title

Detection of Glaucomatous Eye via Color Fundus Images Using Fractal Dimensions

Type

journal article

Language

cs

Original Abstract

This paper describes a method for glaucomatous eye detection based on fractal description, followed by classification. Two methods for fractal dimensions estimation, which give a different image/tissue description, are presented. The fundus color images are used, in which the areas with retinal nerve fibers are analyzed. The presented method shows that fractal dimensions can be used as features for retinal nerve fibers losses detection, which is a sign of glaucomatous eye.

Czech abstract

This paper describes a method for glaucomatous eye detection based on fractal description, followed by classification. Two methods for fractal dimensions estimation, which give a different image/tissue description, are presented. The fundus color images are used, in which the areas with retinal nerve fibers are analyzed. The presented method shows that fractal dimensions can be used as features for retinal nerve fibers losses detection, which is a sign of glaucomatous eye.

English abstract

This paper describes a method for glaucomatous eye detection based on fractal description, followed by classification. Two methods for fractal dimensions estimation, which give a different image/tissue description, are presented. The fundus color images are used, in which the areas with retinal nerve fibers are analyzed. The presented method shows that fractal dimensions can be used as features for retinal nerve fibers losses detection, which is a sign of glaucomatous eye.

Keywords

fractal, texture analysis, feature description, classification, glaucoma, retina

RIV year

2008

Released

01.09.2008

Location

Brno

Pages from

109

Pages to

114

Pages count

6

BibTex


@article{BUT46838,
  author="Radim {Kolář} and Jiří {Jan}",
  title="Detection of Glaucomatous Eye via Color Fundus Images Using Fractal Dimensions",
  annote="This paper describes a method for glaucomatous eye detection based on fractal description, followed by classification. Two methods for fractal dimensions estimation, which give a different image/tissue description, are presented. The fundus color images are used, in which the areas with retinal nerve fibers are analyzed. The presented method shows that fractal dimensions can be used as features for retinal nerve fibers losses detection, which is a sign of glaucomatous eye.",
  chapter="46838",
  journal="Radioengineering",
  number="3",
  volume="17",
  year="2008",
  month="september",
  pages="109--114",
  type="journal article"
}