An alternative solution to the nonuniform noise propagation problem in fan-beam FBP image reconstruction

Jing Wang, Hongbing Lu, Tianfang Li, Zhengrong Liang

Research output: Contribution to journalArticle

20 Scopus citations

Abstract

It has been observed that the variances in reconstructed images from stationary noisy projection data by fan-beam filtered backprojection (fFBP) algorithm with ramp in the filtering step and linear interpolation in the backprojection step are nonuniform across the field-of-view. This is believed to be caused by the distance-dependent 1/L2 factor in the fFBP reconstruction formula. Shift-variant filtration approach in the filtering step has been investigated to address the nonuniform noise propagation problem in fFBP. In this work, we present an alternative solution by the use of spatially variant weighting, instead of spatially invariant interpolation, in the backprojection step, while maintaining the homogeneous ramp filtering. Both theoretically predicted and empirically determined results concur and demonstrate the effectiveness of the presented alternative solution.

Original languageEnglish (US)
Pages (from-to)3389-3394
Number of pages6
JournalMedical physics
Volume32
Issue number11
DOIs
StatePublished - Nov 2005

Keywords

  • Fan-beam geometry
  • Filtered backprojection
  • Linear interpolation
  • Noise property
  • Spatially-variant weighting

ASJC Scopus subject areas

  • Biophysics
  • Radiology Nuclear Medicine and imaging

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