Image Analysis of Mispicks in Woven Fabric

Images of a woven fabric with missing picks are digitized, and three different image analysis techniques are compared: the Sobel edge operator, the fast Fourier transform, and the discrete wavelet transform. The wavelet transform, used as a multi-resolution spectral filter, is able to give both spec...

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Veröffentlicht in:Textile research journal 1995-11, Vol.65 (11), p.683-692
Hauptverfasser: Jasper, Warren J., Potlapalli, Harsh
Format: Artikel
Sprache:eng
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Zusammenfassung:Images of a woven fabric with missing picks are digitized, and three different image analysis techniques are compared: the Sobel edge operator, the fast Fourier transform, and the discrete wavelet transform. The wavelet transform, used as a multi-resolution spectral filter, is able to give both spectral and frequency information about a fabric. For the samples tested, the wavelet transform can characterize defects due to missing picks and ends faster and more accurately than the other methods.
ISSN:0040-5175
1746-7748
DOI:10.1177/004051759506501109