Detail publikace

Pixel-wise segmentation of the blood vessels using random forests

Originální název

Pixel-wise segmentation of the blood vessels using random forests

Anglický název

Pixel-wise segmentation of the blood vessels using random forests

Jazyk

en

Originální abstrakt

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.

Anglický abstrakt

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.

BibTex


@inproceedings{BUT149747,
  author="Branislav {Hesko}",
  title="Pixel-wise segmentation of the blood vessels using random forests",
  annote="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.",
  address="Vysoké učení technické vBrně, Fakulta elektrotechniky a komunikačních technologií",
  booktitle="Proceedings of the 24st Conference STUDENT EEICT 2018",
  chapter="149747",
  edition="2018",
  howpublished="online",
  institution="Vysoké učení technické vBrně, Fakulta elektrotechniky a komunikačních technologií",
  year="2018",
  month="april",
  pages="605--609",
  publisher="Vysoké učení technické vBrně, Fakulta elektrotechniky a komunikačních technologií",
  type="conference paper"
}