A computer simulation of wavelet noise reduction in computed tomography.

Abstract:

:We describe the use of a graphical mathematical spreadsheet programming environment which can be used to simulate the acquisition and reconstruction processes of an x-ray computed tomography (CT) machine. The simulation is used to study the effect of photon counting statistics on the noise in the reconstructed image. Finally we describe and evaluate a novel technique for noise reduction using a nonlinear wavelet filter in which the filter thresholds are calculated individually from the "measured" projection data. This filter is shown to compare favorably to threshold filters based on global estimates of noise variance.

journal_name

Med Phys

journal_title

Medical physics

authors

Harpen MD

doi

10.1118/1.598654

subject

Has Abstract

pub_date

1999-08-01 00:00:00

pages

1600-6

issue

8

eissn

0094-2405

issn

2473-4209

journal_volume

26

pub_type

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