Detail publikačního výsledku

Illumination Correction and Contrast Equalization in Colour Fundus Images

KOLÁŘ, R.; ODSTRČILÍK, J.; HARABIŠ, V.; JAN, J.

Originální název

Illumination Correction and Contrast Equalization in Colour Fundus Images

Anglický název

Illumination Correction and Contrast Equalization in Colour Fundus Images

Druh

Stať ve sborníku v databázi WoS či Scopus

Originální abstrakt

A method for correction of non-uniform illumination in color fundus images based on the B-spline approximation of the illumination surface is presented. The control points for B- splines are determined from an original image, separately from the red, green and blue channel. The estimated illumination surface is used in a multiplicative model for fast correction. The proposed approach has been subjectively tested on new publicly available retinal image database DRIIL (Digital Retinal Images for ILumination correction), which contains 165 images. Objective testing has been conducted by investigating the influence of the proposed method on blood-vessel segmentation using another high resolution fundus dataset of healthy and diabetic patients.

Anglický abstrakt

A method for correction of non-uniform illumination in color fundus images based on the B-spline approximation of the illumination surface is presented. The control points for B- splines are determined from an original image, separately from the red, green and blue channel. The estimated illumination surface is used in a multiplicative model for fast correction. The proposed approach has been subjectively tested on new publicly available retinal image database DRIIL (Digital Retinal Images for ILumination correction), which contains 165 images. Objective testing has been conducted by investigating the influence of the proposed method on blood-vessel segmentation using another high resolution fundus dataset of healthy and diabetic patients.

Klíčová slova

retina, image processing, non-uniform illumination

Klíčová slova v angličtině

retina, image processing, non-uniform illumination

Autoři

KOLÁŘ, R.; ODSTRČILÍK, J.; HARABIŠ, V.; JAN, J.

Rok RIV

2016

Vydáno

29.08.2011

Nakladatel

EURASIP

Místo

Barcelona

Kniha

19th European Signal Processing Conference (EUSIPCO-2011)

Edice

EURASIP

ISSN

2076-1465

Periodikum

18th European Signal Processing Conference (EUSIPCO-2010)

Svazek

2011

Číslo

1

Stát

Dánské království

Strany od

298

Strany do

302

Strany počet

4

BibTex

@inproceedings{BUT74148,
  author="Radim {Kolář} and Jan {Odstrčilík} and Vratislav {Harabiš} and Jiří {Jan}",
  title="Illumination Correction and Contrast Equalization in Colour Fundus Images",
  booktitle="19th European Signal Processing Conference (EUSIPCO-2011)",
  year="2011",
  series="EURASIP",
  journal="18th European Signal Processing Conference (EUSIPCO-2010)",
  volume="2011",
  number="1",
  pages="298--302",
  publisher="EURASIP",
  address="Barcelona",
  issn="2076-1465"
}