Publication result detail

Pixel-wise segmentation of the blood vessels using random forests

HESKO, B.

Original Title

Pixel-wise segmentation of the blood vessels using random forests

English Title

Pixel-wise segmentation of the blood vessels using random forests

Type

Paper in proceedings (conference paper)

Original Abstract

This paper presents segmentation of the blood vessels in retinal images. First, a serie of feature detectors is applied in form of multiple filters. Then, each pixel is classified using random forests, which was trained on labeled images. Promising results have currently been achieved.

English abstract

This paper presents segmentation of the blood vessels in retinal images. First, a serie of feature detectors is applied in form of multiple filters. Then, each pixel is classified using random forests, which was trained on labeled images. Promising results have currently been achieved.

Keywords

segmentation, random forests, retinal blood vessels

Key words in English

segmentation, random forests, retinal blood vessels

Authors

HESKO, B.

RIV year

2019

Released

26.04.2018

Publisher

Vysoké učení technické vBrně, Fakulta elektrotechniky a komunikačních technologií

Location

Brno

ISBN

978-80-214-5614-3

Book

Proceedings of the 24st Conference STUDENT EEICT 2018

Edition

2018

Pages from

605

Pages to

609

Pages count

5

BibTex

@inproceedings{BUT149747,
  author="Branislav {Hesko}",
  title="Pixel-wise segmentation of the blood vessels using random forests",
  booktitle="Proceedings of the 24st Conference STUDENT EEICT 2018",
  year="2018",
  series="2018",
  number="první",
  pages="605--609",
  publisher="Vysoké učení technické vBrně, Fakulta elektrotechniky a komunikačních technologií",
  address="Brno",
  isbn="978-80-214-5614-3"
}