Publication detail

Classification of Segregation Level in Steel Wires by Image Processing

HORÁK, K.

Original Title

Classification of Segregation Level in Steel Wires by Image Processing

English Title

Classification of Segregation Level in Steel Wires by Image Processing

Type

conference paper

Language

en

Original Abstract

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.

English abstract

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.

Keywords

Image processing, Classification, Statistical Segmentation, Segregation Level, Steel wires.

RIV year

2014

Released

09.07.2015

Publisher

IEEE

Location

Berlin, Germany

ISBN

978-80-214-4983-1

Book

The Conference Proceedings of the 37th International Conference on Telecommunications and Signal Processing.

Pages from

665

Pages to

668

Pages count

4

URL

Documents

BibTex


@inproceedings{BUT109985,
  author="Karel {Horák}",
  title="Classification of Segregation Level in Steel Wires by Image Processing",
  annote="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.",
  address="IEEE",
  booktitle="The Conference Proceedings of the 37th International Conference on Telecommunications and Signal Processing.",
  chapter="109985",
  doi="10.1109/TSP.2015.7296413",
  howpublished="electronic, physical medium",
  institution="IEEE",
  year="2015",
  month="july",
  pages="665--668",
  publisher="IEEE",
  type="conference paper"
}