The group method of data handling (GMDH) algorithm presented by A. C. Ivakhnenko and colleagues is an heuristic self-organization method. It establishes the inputΒ±output relationship of a complex system using a multilayered perception-type structure that is similar to a feed-forward multilayer neura
A Real-Time Algorithm for Assessing Inhomogeneities in Fabrics
β Scribed by Joachim Weickert
- Publisher
- Elsevier Science
- Year
- 1999
- Tongue
- English
- Weight
- 186 KB
- Volume
- 5
- Category
- Article
- ISSN
- 1077-2014
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β¦ Synopsis
A Real-Time Algorithm for Assessing Inhomogeneities in Fabrics
loudiness constitutes an important quality parameter of nonwoven fabrics. We show that C it can be graded using a specific Laplacian pyramid decomposition which has to be modified at the boundaries. An algorithm is presented which calculates a quality measure as a weighted mean of the variances at all pyramid levels, where the weights are adapted to the human perception of cloudiness. The obtained results reach the quality of a human assessor. The method is easy to implement and it can be used for online grading of the complete fabric production of a plant.
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