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A Generalised Linear and Nonlinear Spline filter

Zeng, Wenhan, Jiang, Xiang and Scott, Paul J. (2009) A Generalised Linear and Nonlinear Spline filter. In: 12th International Conference on Metrology and Properties of Engineering Surfaces, 8-10 July 2009, Rzeszów, Poland. (Submitted)

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Abstract

In this paper, a generalised spline filter, that has a unified description for both the linear spline filter and the nonlinear robust spline filter, is proposed. Based on the M-estimation theory, the general spline filter model can be solved by using an Iterated Reweighted Least Squared method which is also general for both the linear and nonlinear spline filter. The algorithm has been verified to be effective, efficient and fast.

Item Type: Conference or Workshop Item (Paper)
Uncontrolled Keywords: Generalised Spline filter, Robust filter, Nonlinear filter, M-estimation, Surface characterisation
Subjects: T Technology > TS Manufactures
Schools: School of Computing and Engineering
School of Computing and Engineering > Centre for Precision Technologies
School of Computing and Engineering > Centre for Precision Technologies > Surface Metrology Group
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Depositing User: Wenhan Zeng
Date Deposited: 27 Apr 2009 15:54
Last Modified: 02 Dec 2010 11:04
URI: http://eprints.hud.ac.uk/id/eprint/4028

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