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Modul za prikaz in obdelavo oblakov točk
ID Vadnjal, Jošt (Author), ID Bračun, Drago (Mentor) More about this mentor... This link opens in a new window

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Abstract
Za potrebe lokalizacije objektov pri robotskem pobiranju izdelkov v razsutem stanju je bilo potrebno razviti modul za prikaz in obdelavo oblakov točk. Modul temelji na uporabi algoritmov iz programske knjižnice Point Cloud Library. Za zajem oblakov točk je bil uporabljen laserski triangulacijski merilnik. Oblake točk smo očistili šuma, nato smo uporabili algoritme za izračun korespondenc ter izvedli registracijo. Prikazana je bila odvisnost rezultatov procesiranja od faktorjev vpliva. Za dve vrsti značilk so bile določene vrednosti parametrov, s katerimi je možno oceniti lego izdelka.

Language:Slovenian
Keywords:lokalizacija objektov, oblaki točk, 3D značilke, transformacije koordinatnih sistemov, programska oprema
Work type:Master's thesis/paper
Typology:2.09 - Master's Thesis
Organization:FS - Faculty of Mechanical Engineering
Place of publishing:Ljubljana
Publisher:[J. Vadnjal]
Year:2021
Number of pages:XXII, 57 str.
PID:20.500.12556/RUL-132696 This link opens in a new window
UDC:004.925:007.52(043.2)
COBISS.SI-ID:85228035 This link opens in a new window
Publication date in RUL:31.10.2021
Views:1054
Downloads:105
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Secondary language

Language:English
Title:Point cloud visualisation and editing module
Abstract:
The needs of object localisation in robotic bin-picking made it necessary to develop a software module for visualisation and processing of point clouds. The module is based on the use of algorithms from the Point Cloud Library. A laser triangulation measurement device was used to collect point clouds. After the point clouds were cleaned of noise, we used algorithms to calculate correspondences and performed registration. Dependence of processing results from control factors was shown. Values of parameters that can be used to assess a position of the product were established for two types of features.

Keywords:objects localisation, point clouds, 3D features, coordinate systems transformations, software

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