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Title:Uporaba stereo vida za tridimenzionalno zaznavanje objektov v proizvodnih sistemih : magistrsko delo
Authors:ID Marković, Marko (Author)
ID Klančnik, Simon (Mentor) More about this mentor... New window
Files:.pdf MAG_Markovic_Marko_2023.pdf (3,12 MB)
MD5: CA266500924A57EBA399B6BA91E014BF
 
Language:Slovenian
Work type:Master's thesis/paper
Typology:2.09 - Master's Thesis
Organization:FS - Faculty of Mechanical Engineering
Abstract:Magistrsko delo opisuje eksperimentalni pristop pri uporabi stereo vida za tridimenzionalno zaznavo objektov v proizvodnih sistemih. V delu je opisan postopek, kako z nizkocenovno opremo lahko zajemamo optične informacije, s katerimi razen širine in dolžine dobimo še tretjo dimenzijo, globino. Podana je osnovna razlaga pomembnih pojmov strojnega vida ter prikaz na primerih v praksi. Prikazana je kalibracija sistema v programskem okolju Matlab ter rezultati v pogledu globinskega zemljevida. Razloženi sta težavi, s katerima smo se soočili med delom. Naša glavna naloga je pridobiti tretjo dimenzijo iz zajetih slik in razviti sistem, ki se bo testiral s primeri realnih objektov iz proizvodnega okolja.
Keywords:stereo vid, strojni vid, kalibracija, globinski zemljevid, Matlab, proizvodni sistemi
Place of publishing:Maribor
Place of performance:Maribor
Publisher:[M. Marković]
Year of publishing:2023
Number of pages:1 spletni vir (1 datoteka PDF (XI, 41 f.))
PID:20.500.12556/DKUM-84008 New window
UDC:004.93:658.51(043.2)
COBISS.SI-ID:152366851 New window
Publication date in DKUM:24.04.2023
Views:703
Downloads:62
Metadata:XML DC-XML DC-RDF
Categories:KTFMB - FS
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Licences

License:CC BY-NC-ND 4.0, Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International
Link:http://creativecommons.org/licenses/by-nc-nd/4.0/
Description:The most restrictive Creative Commons license. This only allows people to download and share the work for no commercial gain and for no other purposes.
Licensing start date:28.03.2023

Secondary language

Language:English
Title:Stereo vision based three-dimensional object detection in production systems
Abstract:The master's thesis describes an experimental approach to the use of stereo vision based three-dimensional object detection in production systems. The work describes the process of how low-cost equipment can be used to capture optical information, with which, in addition to width and length, we obtain a third dimension, depth. A basic explanation of the important concepts of machine vision is provided, as well as examples in practice. The calibration of the system in the Matlab software environment and the results in the view of the depth map are shown. The problems we faced during the work are explained. Our main task is to obtain the third dimension from captured images and develop a system that will be tested with examples of real objects from the production environment.
Keywords:stereo vision, machine vision, calibration, depth map, Matlab, production systems


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