Pre-filter that incorporates the noise model.

Vis Comput Ind Biomed Art

Department of Engineering, Utah Valley University, 800 West University Parkway, Orem, UT, 84058, USA.

Published: May 2020

A linear denoising filter is usually of lowpass type, and the main parameter in a lowpass filter is the cutoff frequency. The lowpass filters are normally shift invariant and can be implemented as convolution in the spatial domain or as multiplication in the Fourier domain. This paper presents a linear filter that is not characterized by its cutoff frequency but is characterized by the noise model. An example of such a linear filter is presented for low-dose X-ray computed tomography (CT).

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Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC7242545PMC
http://dx.doi.org/10.1186/s42492-020-00051-zDOI Listing

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