Metal artifact reduction for polychromatic X-ray CT based on a beam-hardening corrector

Hyoung Suk Park, Do Sik Hwang, Jin Keun Seo

Research output: Contribution to journalArticle

23 Citations (Scopus)

Abstract

This paper proposes a new method to correct beam hardening artifacts caused by the presence of metal in polychromatic X-ray computed tomography (CT) without degrading the intact anatomical images. Metal artifacts due to beam-hardening, which are a consequence of X-ray beam polychromaticity, are becoming an increasingly important issue affecting CT scanning as medical implants become more common in a generally aging population. The associated higher-order beam-hardening factors can be corrected via analysis of the mismatch between measured sinogram data and the ideal forward projectors in CT reconstruction by considering the known geometry of high-attenuation objects. Without prior knowledge of the spectrum parameters or energydependent attenuation coefficients, the proposed correction allows the background CT image (i.e., the image before its corruption by metal artifacts) to be extracted from the uncorrected CT image. Computer simulations and phantom experiments demonstrate the effectiveness of the proposed method to alleviate beam hardening artifacts.

Original languageEnglish
Article number2478905
Pages (from-to)480-487
Number of pages8
JournalIEEE Transactions on Medical Imaging
Volume35
Issue number2
DOIs
Publication statusPublished - 2016 Feb 1

Fingerprint

X Ray Computed Tomography
Artifacts
Tomography
Hardening
Metals
X rays
Computer Simulation
X-Rays
Aging of materials
Scanning
Geometry
Population
Computer simulation
Experiments

All Science Journal Classification (ASJC) codes

  • Software
  • Radiological and Ultrasound Technology
  • Computer Science Applications
  • Electrical and Electronic Engineering

Cite this

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Metal artifact reduction for polychromatic X-ray CT based on a beam-hardening corrector. / Park, Hyoung Suk; Hwang, Do Sik; Seo, Jin Keun.

In: IEEE Transactions on Medical Imaging, Vol. 35, No. 2, 2478905, 01.02.2016, p. 480-487.

Research output: Contribution to journalArticle

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