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Morphological Filters Based on Motif Combination for Functional Surface Evaluation

Lou, Shan, Jiang, Xiang and Scott, Paul J. (2011) Morphological Filters Based on Motif Combination for Functional Surface Evaluation. In: Proceedings of the 17th International Conference on Automation & Computing, 10 September 2011, University of Huddersfield, Huddersfield.

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    Abstract

    Regarded as the complement of commonly used mean-line based filters, morphological filters are more function oriented. They are relevant to geometrical properties of surfaces and offers better results for functional prediction of surfaces. The paper first gives a brief introduction to morphological filters and morphological operations. An algorithm to implement morphological filters is presented, which is based on the motif combination. Experimental data are presented to illustrate the algorithm’s superiority in performance. The end effect of morphological filters is corrected by the reflective padding. Either circular or horizontal structuring elements are available using this method. Two examples of applying the morphological closing filter with the disk and the line-segment structuring element on a milled surface profile are illustrated. Finally, the morphological alternating sequential filter is employed to evaluate the roughness of functional stratified surfaces as a replacement to two stage Gaussian filter.

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    Item Type: Conference or Workshop Item (Paper)
    Subjects: T Technology > TJ Mechanical engineering and machinery
    Schools: School of Computing and Engineering
    School of Computing and Engineering > Centre for Precision Technologies > EPSRC Centre for Innovative Manufacturing in Advanced Metrology
    School of Computing and Engineering > Centre for Precision Technologies > Surface Metrology Group
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    References:

    [1] X. Jiang, P. J. Scott, D. J. Whitehouse, and L. Blunt, “Paradigm shifts in surface metrology, Part I. Historical philosophy,” Proc. R. Soc, vol.A463, pp. 2071-2099, 2007.
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    [3] V. Srinivasan, “Discrete morphological filters for metrology,” Proceedings 6th ISMQC Symposium on Metrology for Quality Control in Production, TU Wien, Austria, 1998.
    [4] P. J. Scott, Scale-space techniques. Proceedings of the X International Colloquium on Surfaces, pp. 153-161, 2000.
    [5] C. M. Malburg, “Surface Profile Analysis for Conformable Interfaces,” Transactions of ASME, vol. 125, pp. 624-627, 2003.
    [6] E. Decenciere, and D. Jeulin, “Morphological decomposition of the surface topography of an internal combustion engine cylinder to characterize wear”, Wear, vol. 249, pp.482-488, 2001.
    [7] ISO 16610-49, Geometrical Product Specification (GPS)-Filtration, Part 49: Scale space techniques, 2010.
    [8] J. Serra, Image Analysis and Mathematical Morphology, Academic Press, New York, 1982.
    [9] M. Krystek, “Morphological filters in surface texture analysis”, XIth international colloquium on surfaces Chemnitz, Germany , pp. 43–55, 2004.
    [10] ISO 16610-41, “Geometrical Product Specification (GPS)-Filtration, Part 41: Morphological profile filters Disk and horizontal line-segment filters,” 2010.
    [11] P. J. Scott, “The mathematics of motif combination and their use for functional simulation,” Int. J. Mach. Tools Manufact, vol. 32, pp. 69-73, 1992.
    [12] X. Jiang, “Robust solution for the evaluation of stratified functional surface,” CIRP Annals–Manufacturing Technology”, vol. 59, pp. 573-576, 2010.

    Depositing User: Shan Lou
    Date Deposited: 13 Dec 2011 15:25
    Last Modified: 07 Nov 2013 17:46
    URI: http://eprints.hud.ac.uk/id/eprint/12046

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