Analysis on the strip-based projection model for discrete tomography

Jiehua Zhu, Xiezhang Li, Yangbo Ye, Ge Wang

Research output: Contribution to journalArticlepeer-review

21 Scopus citations

Abstract

Discrete tomography deals with image reconstruction of an object with finitely many gray levels (such as two). Different approaches are used to model the raw detector reading. The most popular models are line projection with a lattice of points and strip projection with a lattice of pixels/cells. The line-based projection model fits some applications but involves a major approximation since the x-ray beams of finite widths are simplified as line integrals. The strip-based projection model formulates projection equations according to the fractional areas of the intersection of each strip-shaped beam and the rectangular grid of an image to be reconstructed, so is more realistic in some applications. In this paper, we characterize the strip-based projection model and establish an equivalence between the system matrices generated by the strip-based and line-based projection models.

Original languageEnglish
Pages (from-to)2359-2367
Number of pages9
JournalDiscrete Applied Mathematics
Volume156
Issue number12
DOIs
StatePublished - Jun 28 2008

Scopus Subject Areas

  • Discrete Mathematics and Combinatorics
  • Applied Mathematics

Keywords

  • Discrete tomography (DT)
  • Linear dependency
  • Strip-based projection

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