Abstract
The aim of this paper is to select a suitable methodology and a sequence of procedures for assessment of degree of delamination around a scribe. This should be achieved with as high level of automation as possible. To keep the universality of application, regulation ISO 4628-8:2007 was followed. The procedure proposed in the paper implements an optical device for data acquisition and two approaches of image processing. It also provides a possibility of manual correction of the results to maintain the robustness of the solution. The preliminary evaluations of the results indicate, that more than 90% of the samples are interpreted correctly without any human operator interactions.
This is a preview of subscription content, log in via an institution to check access.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Similar content being viewed by others
References
Paints and varnishes – Evaluation of degradation of coatings – Designation of quantity and size of defects, and of intensity of uniform changes in appearance – Part 1: General introduction and designation system. International Organization for Standardization, Geneva, CH, Standard, January 2016
Hanus, J.: Selection and evaluation of singlelayer coating compositions in corrosive environments. Acta Universitatis Agriculturae et Silviculturae Mendelianae Brunensis 59(5), 53–64 (2011)
Whitfield, M., Bono, D., Wei, L., Van Vliet, K.: High-throughput corrosion quantification in varied microenvironments. Corros. Sci. 88, 481–486 (2014)
Choi, K., Kim, S.: Morphological analysis and classification of types of surface corrosion damage by digital image processing. Corros. Sci. 47(1), 1–15 (2005)
Kapsalas, P., Zervakis, M., Maravelaki-Kalaitzaki, P.: Evaluation of image segmentation approaches for non-destructive detection and quantification of corrosion damage on stonework. Corros. Sci. 49(12), 4415–4442 (2007)
Cringasu, E.C., Dragomirescu, A., Safta, C.A.: Image processing approach for estimating the degree of surface degradation by corrosion. In: 2017 International Conference on Energy and Environment (CIEM), pp. 275–278, October 2017
Dobrovolny, M., Bezousek, P., Hajek, M.: Application of a cumulative method for car borders specification in image. Radioengineering 17(4), 2.75–2.79 (2008)
Skrabanek, P., Majerik, F.: Detection of grapes in natural environment using hog features in low resolution images. J. Phys. Conf. Ser. 870(1), 012004 (2017)
Rahul, S., Honc, D., Dusek, F., Gireesh, K.: Frontier based multi robot area exploration using prioritized routing. In: 30th European Conference on Modelling and Simulation, ECMS 2016, pp. 25–30, June 2016
Paints and varnishes – Evaluation of degradation of coatings – Designation of quantity and size of defects, and of intensity of uniform changes in appearance – Part 8: Assessment of degree of delamination and corrosion around a scribe or other artificial defect. International Organization for Standardization, Geneva, CH, Standard, November 2012
Chan, T.F., Vese, L.A.: Active contours without edges. IEEE Trans. Image Process. 10(2), 266–277 (2001)
Lim, J.S.: Two-Dimensional Signal and Image Processing. Prentice Hall, Englewood Cliffs (1990)
Acknowledgment
The work has been supported by the Funds of University of Pardubice, Czech Republic. This support is very gratefully acknowledged. We would also like to show our gratitude to METAL TRADE COMAX, one of the first representatives in continuous coil coating in Europe. METAL TRADE COMAX made the initial request to create the device for the autonomous assessment of the degree of delamination around a scribe and also provided the dataset of metal plates.
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2019 Springer Nature Switzerland AG
About this paper
Cite this paper
Dolezel, P., Rozsival, P., Rozsivalova, V., Tvrdik, J. (2019). Automatized Approach to Assessment of Degree of Delamination Around a Scribe. In: Arai, K., Kapoor, S., Bhatia, R. (eds) Intelligent Systems and Applications. IntelliSys 2018. Advances in Intelligent Systems and Computing, vol 868. Springer, Cham. https://doi.org/10.1007/978-3-030-01054-6_16
Download citation
DOI: https://doi.org/10.1007/978-3-030-01054-6_16
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-030-01053-9
Online ISBN: 978-3-030-01054-6
eBook Packages: Intelligent Technologies and RoboticsIntelligent Technologies and Robotics (R0)