loading
Documents

Research.Publish.Connect.

Paper

Authors: Dirk Siegmund ; Olga Kaehm and David Handtke

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

ISBN: 978-989-758-196-0

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%.

PDF ImageFull Text

Download
Sign In Guest: Register as new SciTePress user now for free.

Sign In SciTePress user: please login.

PDF ImageMy Papers

You are not signed in, therefore limits apply to your IP address 54.159.44.54

In the current month:
Recent papers: 100 available of 100 total
2+ years older papers: 200 available of 200 total

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 - Volume 5: SIGMAP, (ICETE 2016) ISBN 978-989-758-196-0, 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 - Volume 5: SIGMAP, (ICETE 2016)},
year={2016},
pages={99-105},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0005969300990105},
isbn={978-989-758-196-0},
}

TY - CONF

JO - Proceedings of the 13th International Joint Conference on e-Business and Telecommunications - Volume 5: SIGMAP, (ICETE 2016)
TI - Rapid Classification of Textile Fabrics Arranged in Piles
SN - 978-989-758-196-0
AU - Siegmund D.
AU - Kaehm O.
AU - Handtke D.
PY - 2016
SP - 99
EP - 105
DO - 10.5220/0005969300990105

Login or register to post comments.

Comments on this Paper: Be the first to review this paper.