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.
(Some files may be inaccessible until you login with your DRO credentials)
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.
Unless expressly stated otherwise, the copyright for items in DRO is owned by the author, with all rights reserved.
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 firstname.lastname@example.org.