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A performance characterisation in advanced data smoothing techniques

Lynch, Michael and Robinson, Kevin and Ghita, Ovidiu and Whelan, Paul F. (2004) A performance characterisation in advanced data smoothing techniques. In: Proceedings of the Irish Machine Vision & Image Processing Conference 2004 (IMVIP 2004), 1-3 Sept 2004, TCD, Dublin, Ireland.

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Abstract

A comparison paper is presented to evaluate the result from five smoothing filters. The filters are linear, nonlinear isotropic and nonlinear antiisotropic designed to smooth homogeneous areas while preserving the higher moments in the data. The methods are outlined and then evaluated on the extent to which edge information is preserved and unwanted noise is suppressed.

Item Type:Conference or Workshop Item (Paper)
Event Type:Conference
Refereed:Yes
Uncontrolled Keywords:computer vision; image analysis; Smoothing; Adaptive; Savitzky-Golay; Diffusion
Subjects:UNSPECIFIED
DCU Faculties and Centres:DCU Faculties and Schools > Faculty of Engineering and Computing > School of Electronic Engineering
Use License:This item is licensed under a Creative Commons Attribution-NonCommercial-Share Alike 3.0 License. View License
ID Code:18768
Deposited On:15 Aug 2013 09:32 by Mark Sweeney. Last Modified 27 Oct 2017 09:43

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