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HORÁK, K.
Originální název
Classification of Segregation Level in Steel Wires by Image Processing
Typ
článek ve sborníku ve WoS nebo Scopus
Jazyk
angličtina
Originální abstrakt
This article describes a visual measurement system intended for an automatic determination of segregation level in steel wires. The suggested system is principally based on image processing methods for segmentation and classification of inhomogeneous regions inside an otherwise uniform wire. Until our automated inspection system has been deployed, the measurement of segregation level was performed by an inexact and subjective evaluation by a human inspector. The visual measuring system involves an image acquisition stage, image pre-processing, wires segmentation and finally wires classification. In the following text all these parts of evaluation process are described in-depth. Finally each wire is automatically classified into the one of several predefined classes by the mentioned sequence of image processing steps.
Klíčová slova
Image processing, Classification, Statistical Segmentation, Segregation Level, Steel wires.
Autoři
Rok RIV
2014
Vydáno
9. 7. 2015
Nakladatel
IEEE
Místo
Berlin, Germany
ISBN
978-80-214-4983-1
Kniha
The Conference Proceedings of the 37th International Conference on Telecommunications and Signal Processing.
Strany od
665
Strany do
668
Strany počet
4
URL
http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=7296413
BibTex
@inproceedings{BUT109985, author="Karel {Horák}", title="Classification of Segregation Level in Steel Wires by Image Processing", booktitle="The Conference Proceedings of the 37th International Conference on Telecommunications and Signal Processing.", year="2015", pages="665--668", publisher="IEEE", address="Berlin, Germany", doi="10.1109/TSP.2015.7296413", isbn="978-80-214-4983-1", url="http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=7296413" }