Title: A texture analysis approach to corrosion image classification
Authors: Livens, Stefan ×
Scheunders, Paul
Van de Wouwer, Gert
Van Dyck, Dirk
Smets, Hilde
Winkelmans, Johan
Bogaerts, Walter #
Issue Date: Apr-1996
Publisher: Editions physique
Series Title: Microscopy microanalysis microstructures vol:7 issue:2 pages:143-152
Abstract: A method is described for the classification of corrosion images using texture analysis methods. Two morphologies are considered: pit formation and cracking. The analysis is done by performing a wavelet decomposition of the images, from which energy feature sets are computed. A transform that turns the wavelet features into rotation invariant ones is introduced. The classification is performed with a Learning Vector Quantization network and comparison is made with Gaussian and k-NN classifiers. The effectivity of the method is shown by tests on a set of 398 images.
ISSN: 1154-2799
Publication status: published
KU Leuven publication type: IT
Appears in Collections:Surface and Interface Engineered Materials
× corresponding author
# (joint) last author

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