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Characterization and application of objective pilling classification to patterned fabrics

Palmer, Stuart, Joud, I. and Wang, Xungai 2005, Characterization and application of objective pilling classification to patterned fabrics, Journal of the textile institute, vol. 96, no. 6, pp. 423-430.

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Title Characterization and application of objective pilling classification to patterned fabrics
Author(s) Palmer, Stuart
Joud, I.
Wang, Xungai
Journal name Journal of the textile institute
Volume number 96
Issue number 6
Start page 423
End page 430
Publisher Taylor & Francis
Place of publication Manchester, England
Publication date 2005-02
ISSN 0040-5000
1754-2340
Keyword(s) objective pilling rating
wavelet transform
patterned fabrics
image analysis
Summary Previously, the authors proposed a new, simple method of frequency domain analysis based on the two-dimensional discrete wavelet transform to objectively measure the pilling intensity in sample fabric images. The method was further characterized, and the results obtained indicate that standard deviation and variance are the most appropriate measures of the dispersion of wavelet details coefficients for analysis, that the relationship between wavelet analysis scale and fabric inter-yarn pitch was empirically confirmed, and, that fabrics with random patterns do not appear to impact on the effectiveness of the analysis method.
Language eng
Field of Research 091012 Textile Technology
HERDC Research category C1 Refereed article in a scholarly journal
ERA Research output type C Journal article
Copyright notice ©2005, The Textile Institute
Persistent URL http://hdl.handle.net/10536/DRO/DU:30002994

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