CT image registration in sinogram space

Weihua Mao, Tianfang Li, Nicole Wink, Lei Xing

Research output: Contribution to journalArticle

8 Scopus citations

Abstract

Object displacement in a CT scan is generally reflected in CT projection data or sinogram. In this work, the direct relationship between object motion and the change of CT projection data (sinogram) is investigated and this knowledge is applied to create a novel algorithm for sinogram registration. Calculated and experimental results demonstrate that the registration technique works well for registering rigid 2D or 3D motion in parallel and fan beam samplings. Problem and solution for 3D sinogram-based registration of metallic fiducials are also addressed. Since the motion is registered before image reconstruction, the presented algorithm is particularly useful when registering images with metal or truncation artifacts. In addition, this algorithm is valuable for dealing with situations where only limited projection data are available, making it appealing for various applications in image guided radiation therapy.

Original languageEnglish (US)
Pages (from-to)3596-3602
Number of pages7
JournalMedical physics
Volume34
Issue number9
DOIs
StatePublished - Jan 1 2007

Keywords

  • CT
  • IGRT
  • Registration
  • Sinogram

ASJC Scopus subject areas

  • Biophysics
  • Radiology Nuclear Medicine and imaging

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    Mao, W., Li, T., Wink, N., & Xing, L. (2007). CT image registration in sinogram space. Medical physics, 34(9), 3596-3602. https://doi.org/10.1118/1.2767402