2004Arrow@dit (Dublin Institute of Technology)Open access

A performance characterisation in advanced data smoothing techniques

Michael Lynch, Kevin D. Robinson, Ovidiu Ghita, Paul F. Whelan

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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.

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What this paper is about

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.

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Available 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.

Key concepts: Smoothing, Noise (video), Nonlinear system, Homogeneous, Enhanced Data Rates for GSM Evolution, Computer science, Mathematics, Algorithm

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