Detail výsledku

Image-based Diameter at Breast Height Measurement

BERAN, V.; KOLÁŘ, M.; PALACKOVÁ, B.; SÝKOROVÁ, T. Image-based Diameter at Breast Height Measurement. Brno: 2021. p. 1-29.
Typ
souhrnná výzkumná zpráva
Jazyk
angličtina
Autoři
Beran Vítězslav, doc. Ing., Ph.D., UPGM (FIT)
Kolář Martin, M.Sc., Ph.D. et Ph.D., UPGM (FIT)
Palacková Bianca, Ing., UPGM (FIT)
Sýkorová Tereza, Ing., FIT (FIT), UPGM (FIT)
Abstrakt

This document describes the computer vision method for DBH measurement based on pictures collected in an outdoor environment designed by Brno University of Technology.
The DBH (Diameter at breast height) refers to tree diameter measured at 4.5 feet above the ground. The method is based on detection and localization of the predefined card placed on the tree-trunk. The work includes and the report contains:

  • design of the computer vision methods for card detection and localization, and tree-trunk segmentation,
  • analysis of the methods reflecting the practically maximal achievable accuracy and also the stability of the method (e.g. ROC),
  • monitoring the computational efficiency of designed methods reflecting the requirement of running the solution also on old-type smartphones (like Galaxy J1, but also actual types),
  • documentation of the C++ library implementation with API defined together with FVW team.
Klíčová slova

image processing, card detection, card localization, tree detection, diameter at breast height

Rok
2021
Strany
1–29
Místo
Brno
BibTeX 
@misc{BUT178552,
  author="Vítězslav {Beran} and Martin {Kolář} and Bianca {Palacková} and Tereza {Sýkorová}",
  title="Image-based Diameter at Breast Height Measurement",
  year="2021",
  pages="1--29",
  address="Brno",
  url="https://www.fit.vut.cz/research/publication/12664/",
  note="Summary research report"
}
Soubory
Projekty
Měření tloušťky kmene mobilním telefonem, Fairventures, zahájení: 2021-04-07, ukončení: 2021-08-31, ukončen
Výzkumné skupiny
Výzkumná skupina počítačové grafiky (VZ GRAPH)
Výzkumná skupina zpracování obrazu a videa (VZ VIDEO)
Pracoviště
Ústav počítačové grafiky a multimédií (UPGM)
Nahoru