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Evaluating the robustness of objective pilling classification with the two-dimensional discrete wavelet transform

Palmer, Stuart and Wang, Xungai 2004, Evaluating the robustness of objective pilling classification with the two-dimensional discrete wavelet transform, Textile research journal, vol. 74, no. 2, pp. 140-145.

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Title Evaluating the robustness of objective pilling classification with the two-dimensional discrete wavelet transform
Author(s) Palmer, Stuart
Wang, Xungai
Journal name Textile research journal
Volume number 74
Issue number 2
Start page 140
End page 145
Publisher Sage
Place of publication Thousand Oaks, Calif.
Publication date 2004
ISSN 0040-5175
1746-7748
Summary Previously, we proposed a new method of frequency domain analysis based on the two-dimensional discrete wavelet transform to objectively measure pilling intensity in sample fabric images. We have further evaluated this method, and our results indicate that it is robust to small horizontal and/or vertical translations and to significant variations in the brightness of the image under analysis, and is sensitive to rotation and to dilation of the image. These results suggest that as long as precautions are taken to ensure fabric test samples are imaged under consistent conditions of weave/knit pattern alignment (rotation) and apparent interyarn pitch (dilation), the method will yield repeatable results.


Notes The final, definitive version of this article has been published in the Journal, Textile Research Journal, 74/2, 2004, © 2004 by SAGE Publications Ltd at the Textile Research Journal page: http://trj.sagepub.com/ on SAGE Journals Online: http://online.sagepub.com/
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 ©2004, SAGE Publications
Persistent URL http://hdl.handle.net/10536/DRO/DU:30002539

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Every reasonable effort has been made to ensure that permission has been obtained for items included in DRO. If you believe that your rights have been infringed by this repository, please contact drosupport@deakin.edu.au.