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Authors: Dirk Siegmund ; Olga Kaehm and David Handtke

Affiliation: Fraunhofer Institute for Computer Graphics Research (IGD), Germany

Keyword(s): Quality Assurance, Textile Fabrics, Pattern Recognition, Textile Classification.

Related Ontology Subjects/Areas/Topics: Biometrics and Pattern Recognition ; Multimedia ; Multimedia Signal Processing ; Telecommunications

Abstract: Research on the quality assurance of textiles has been a subject of much interest, particularly in relation to defect detection and the classification of woven fibers. Known systems require the fabric to be flat and spread-out on 2D surfaces in order for it to be classified. Unlike other systems, this system is able to classify textiles when they are presented in piles and in assembly-line like environments. Technical approaches have been selected under the aspects of speed and accuracy using 2D camera image data. A patch-based solution was chosen using an entropy-based pre-selection of small image patches. Interest points as well as texture descriptors combined with principle component analysis were part of this evaluation. The results showed that a classification of image patches resulted in less computational cost but reduced accuracy by 3.67%.

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Paper citation in several formats:
Siegmund, D.; Kaehm, O. and Handtke, D. (2016). Rapid Classification of Textile Fabrics Arranged in Piles. In Proceedings of the 13th International Joint Conference on e-Business and Telecommunications (ICETE 2016) - SIGMAP; ISBN 978-989-758-196-0; ISSN 2184-3236, SciTePress, pages 99-105. DOI: 10.5220/0005969300990105

@conference{sigmap16,
author={Dirk Siegmund. and Olga Kaehm. and David Handtke.},
title={Rapid Classification of Textile Fabrics Arranged in Piles},
booktitle={Proceedings of the 13th International Joint Conference on e-Business and Telecommunications (ICETE 2016) - SIGMAP},
year={2016},
pages={99-105},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0005969300990105},
isbn={978-989-758-196-0},
issn={2184-3236},
}

TY - CONF

JO - Proceedings of the 13th International Joint Conference on e-Business and Telecommunications (ICETE 2016) - SIGMAP
TI - Rapid Classification of Textile Fabrics Arranged in Piles
SN - 978-989-758-196-0
IS - 2184-3236
AU - Siegmund, D.
AU - Kaehm, O.
AU - Handtke, D.
PY - 2016
SP - 99
EP - 105
DO - 10.5220/0005969300990105
PB - SciTePress

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