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arXiv 2201.02011cs.CVeess.IV

An unambiguous cloudiness index for nonwovens

Fraunhofer ITWM(弗劳恩霍夫工业数学研究所);Technische Universität Kaiserslautern(凯泽斯劳滕工业大学);University of Applied Sciences Darmstadt(达姆施塔特应用科学大学)

Michael Godehardt, Ali Moghiseh, Christine Oetjen, Joachim Ohser, Katja Schladitz

英文摘要:

Cloudiness or formation is a concept routinely used in industry to address deviations from homogeneity in nonwovens and papers. Measuring a cloudiness index based on image data is a common task in industrial quality assurance. The two most popular ways of quantifying cloudiness are based on power spectrum or correlation function on the one hand or the Laplacian pyramid on the other hand. Here, we recall the mathematical basis of the first approach comprehensively, derive a cloudiness index, and demonstrate its practical estimation. We prove that the Laplacian pyramid as well as other quantities characterizing cloudiness like the range of interaction and the intensity of small-angle scattering are very closely related to the power spectrum. Finally, we show that the power spectrum is easy to be measured image analytically and carries more information than the alternatives.

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