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Comparison of Hough Transform and Mean Shift Algorithm for Estimation of the Orientation Angle of Industrial Data Matrix Codes

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Název: Comparison of Hough Transform and Mean Shift Algorithm for Estimation of the Orientation Angle of Industrial Data Matrix Codes
Autoři: Ion-Cosmin Dita, Vasile Gui, Franz Quint, Marius Otesteanu
Informace o vydavateli: Zenodo
Rok vydání: 2012
Sbírka: Zenodo
Témata: Industrial data matrix code, Hough transform, mean shift
Popis: In automatic manufacturing and assembling of mechanical, electrical and electronic parts one needs to reliably identify the position of components and to extract the information of these components. Data Matrix Codes (DMC) are established by these days in many areas of industrial manufacturing thanks to their concentration of information on small spaces. In today’s usually order-related industry, where increased tracing requirements prevail, they offer further advantages over other identification systems. This underlines in an impressive way the necessity of a robust code reading system for detecting DMC on the components in factories. This paper compares two methods for estimating the angle of orientation of Data Matrix Codes: one method based on the Hough Transform and the other based on the Mean Shift Algorithm. We concentrate on Data Matrix Codes in industrial environment, punched, milled, lasered or etched on different materials in arbitrary orientation.
Druh dokumentu: article in journal/newspaper
Jazyk: English
Relation: https://zenodo.org/communities/waset/; https://zenodo.org/records/1072603; oai:zenodo.org:1072603; https://doi.org/10.5281/zenodo.1072603
DOI: 10.5281/zenodo.1072603
Dostupnost: https://doi.org/10.5281/zenodo.1072603
https://zenodo.org/records/1072603
Rights: Creative Commons Attribution 4.0 International ; cc-by-4.0 ; https://creativecommons.org/licenses/by/4.0/legalcode
Přístupové číslo: edsbas.536E3232
Databáze: BASE
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  – Url: https://doi.org/10.5281/zenodo.1072603#
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Items – Name: Title
  Label: Title
  Group: Ti
  Data: Comparison of Hough Transform and Mean Shift Algorithm for Estimation of the Orientation Angle of Industrial Data Matrix Codes
– Name: Author
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  Data: <searchLink fieldCode="AR" term="%22Ion-Cosmin+Dita%22">Ion-Cosmin Dita</searchLink><br /><searchLink fieldCode="AR" term="%22Vasile+Gui%22">Vasile Gui</searchLink><br /><searchLink fieldCode="AR" term="%22Franz+Quint%22">Franz Quint</searchLink><br /><searchLink fieldCode="AR" term="%22Marius+Otesteanu%22">Marius Otesteanu</searchLink>
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  Data: Zenodo
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  Label: Publication Year
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  Data: 2012
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  Data: <searchLink fieldCode="DE" term="%22Industrial+data+matrix+code%22">Industrial data matrix code</searchLink><br /><searchLink fieldCode="DE" term="%22Hough+transform%22">Hough transform</searchLink><br /><searchLink fieldCode="DE" term="%22mean+shift%22">mean shift</searchLink>
– Name: Abstract
  Label: Description
  Group: Ab
  Data: In automatic manufacturing and assembling of mechanical, electrical and electronic parts one needs to reliably identify the position of components and to extract the information of these components. Data Matrix Codes (DMC) are established by these days in many areas of industrial manufacturing thanks to their concentration of information on small spaces. In today’s usually order-related industry, where increased tracing requirements prevail, they offer further advantages over other identification systems. This underlines in an impressive way the necessity of a robust code reading system for detecting DMC on the components in factories. This paper compares two methods for estimating the angle of orientation of Data Matrix Codes: one method based on the Hough Transform and the other based on the Mean Shift Algorithm. We concentrate on Data Matrix Codes in industrial environment, punched, milled, lasered or etched on different materials in arbitrary orientation.
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  Data: 10.5281/zenodo.1072603
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  Data: Creative Commons Attribution 4.0 International ; cc-by-4.0 ; https://creativecommons.org/licenses/by/4.0/legalcode
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      – SubjectFull: Industrial data matrix code
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      – SubjectFull: Hough transform
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      – SubjectFull: mean shift
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