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ThinkMind // ICONS 2019, The Fourteenth International Conference on Systems // View article icons_2019_3_10_40049


Method for Classification of Textures Based on Histogram and Random Events Analysis

Authors:
Vladimir Iliev
Tzanko Georgiev
Alexander Tzokev
Anton Mihaylov

Keywords: image analysis; pattern recognition; image processing

Abstract:
An image histogram is a set of parameters commonly used to evaluate automatically the image during processing or recognition. When comparing or classifying different images, the histogram data can be analysed as it presents the overall colour or intensity composition of the image. This is very important in case of texture classification as the system must provide sufficient accuracy. In the paper is presented an approach and algorithm for visual analysis of images with different histograms, which can be easily implemented as a software application, improving substantially the image classification after non-destructive testing of tire sidewall. The main contribution is a software product for automated defect detection against series of images, generated by laser shearography in a tire factory.

Pages: 45 to 49

Copyright: Copyright (c) IARIA, 2019

Publication date: March 24, 2019

Published in: conference

ISSN: 2308-4243

ISBN: 978-1-61208-696-5

Location: Valencia, Spain

Dates: from March 24, 2019 to March 28, 2019

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