Automatic Extraction of Blood Vessels and Veins using adaptive Filters in Fundus Image

Result code in IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216305%3A26220%2F16%3APU111402" target="_blank" >RIV/00216305:26220/16:PU111402 - isvavai.cz</a>

Result on the web

<a href="https://ieeexplore.ieee.org/document/7760940" target="_blank" >https://ieeexplore.ieee.org/document/7760940</a>

DOI - Digital Object Identifier

<a href="http://dx.doi.org/10.1109/TSP.2016.7760940" target="_blank" >10.1109/TSP.2016.7760940</a>

Result language

angličtina

Original language name

Automatic Extraction of Blood Vessels and Veins using adaptive Filters in Fundus Image

Original language description

The paper proposes a novel method for extraction of blood vessels and veins from medical image of human eye – retinal fundus images that can be used in ophthalmology for detecting various eyes’ diseases such glaucoma, diabetic retinopathy or macula oedema. The method utilizes an approach of preprocessing of image by using adaptive histogram equalization by CLAHE algorithm of green channel of fundus retinal image. Subsequently, using adaptive filters and image convolution with filter mask as key point of proposed algorithm and subsequently is applied the operation erosion processed image and removed small segments from image to enhance extraction of blood vessels from fundus image. The proposed technique analyzes detection and evaluates precision of the method on dataset from public fundus image libraries DRIVE, and HRF and compare with reference training results provided by these libraries.

Czech name

—

Czech description

—

Type

D - Article in proceedings

CEP classification

—

OECD FORD branch

10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)

Project

<a href="/en/project/LO1401" target="_blank" >LO1401: Interdisciplinary Research of Wireless Technologies</a><br>

Continuities

P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>S - Specificky vyzkum na vysokych skolach

Publication year

2016

Confidentiality

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection

39th International Conference on Telecommunications and Signal Processing (TSP)

ISBN

978-1-5090-1287-9

ISSN

1805-5435

e-ISSN

—

Number of pages

4

Pages from-to

546-549

Publisher name

Neuveden

Place of publication

Neuveden

Event location

Vídeň

Event date

Jun 27, 2016

Type of event by nationality

WRD - Celosvětová akce

UT code for WoS article

000390164000119