Detail publikačního výsledku

Towards Varroa destructor mite detection using a narrow spectra illumination

BIELIK, S.; BILÍK, Š.

Originální název

Towards Varroa destructor mite detection using a narrow spectra illumination

Anglický název

Towards Varroa destructor mite detection using a narrow spectra illumination

Druh

Stať ve sborníku v databázi WoS či Scopus

Originální abstrakt

This paper focuses on the development and modification of a beehive monitoring device and Varroa destructor detection on the bees with the help of hyperspectral imagery while utilizing a U-net, semantic segmentation architecture, and conventional computer vision methods. The main objectives were to collect a dataset of bees and mites, and propose the computer vision model which can achieve the detection between bees and mites.

Anglický abstrakt

This paper focuses on the development and modification of a beehive monitoring device and Varroa destructor detection on the bees with the help of hyperspectral imagery while utilizing a U-net, semantic segmentation architecture, and conventional computer vision methods. The main objectives were to collect a dataset of bees and mites, and propose the computer vision model which can achieve the detection between bees and mites.

Klíčová slova

Honey bee , Varroa destructor , Semantic segmentation , Hyperspectral imaging , Multispectral imaging

Klíčová slova v angličtině

Honey bee , Varroa destructor , Semantic segmentation , Hyperspectral imaging , Multispectral imaging

Autoři

BIELIK, S.; BILÍK, Š.

Rok RIV

2026

Vydáno

30.07.2025

ISBN

978-80-214-6321-9

Kniha

Proceedings I of the 31st Conference STUDENT EEICT 2025: General papers

Strany počet

3

BibTex

@inproceedings{BUT201527,
  author="Samuel {Bielik} and Šimon {Bilík}",
  title="Towards Varroa destructor mite detection using a narrow spectra illumination",
  booktitle="Proceedings I of the 31st Conference STUDENT EEICT 2025: General papers",
  year="2025",
  pages="3",
  isbn="978-80-214-6321-9"
}