Přístupnostní navigace
E-application
Search Search Close
Publication detail
HORÁK, K.
Original Title
Classification of Segregation Level in Steel Wires by Image Processing
Type
conference paper
Language
English
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.
Keywords
Image processing, Classification, Statistical Segmentation, Segregation Level, Steel wires.
Authors
RIV year
2014
Released
9. 7. 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
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" }