Rigid Motion Artifact Reduction in CT Using the Phase Correlation Method

Author(s): Yuan Zhang*, Liyi Zhang, Yunshan Sun

Journal Name: Recent Advances in Electrical & Electronic Engineering
Formerly Recent Patents on Electrical & Electronic Engineering

Volume 13 , Issue 8 , 2020


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Graphical Abstract:


Abstract:

Background: In Computed Tomography (CT), it is often not possible for the subject to remain stationary during a scan. Unfortunately, a patient motion would result in degraded spatial resolution and image artifacts. It is desirable to improve reconstruction quality and reduce motion artifacts caused by patient motion.

Methods: In this work, a method was proposed to eliminate the influence of the motion on image quality, based on the phase correlation method. Based on our previous work, projections were first taken by Radon transform and motion parameters were estimated by the phase-only correlation of projections in the Radon domain. In addition, an improved image reconstruction algorithm was performed to compensate for the motion effects.

Results: Experimental results proved that the proposed method could not only obtain high precision and good real-time performance but also ensure a superior artifact reduction.

Conclusion: Besides, the efficacy of the proposed method has been demonstrated in both simulated and human head experiments.

Keywords: CT, fan-beam, motion artifacts, motion estimation, motion compensation, phase correlation method.

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Article Details

VOLUME: 13
ISSUE: 8
Year: 2020
Published on: 03 December, 2020
Page: [1119 - 1128]
Pages: 10
DOI: 10.2174/2352096513999200606224154
Price: $25

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