Publication 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

Type

conference paper

Language

English

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.

Keywords

segmentation, random forests, retinal blood vessels

Authors

HESKO, B.

Released

26. 4. 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

Edition number

první

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"
}