Statistically optimal image reconstruction in propagation-based phase-contrast tomography

Mark A. Anastasio, Cheng Ying Chou, Yin Huang, Daxin Shi

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

Propagation-based phase-contrast tomography is a coherent imaging method that seeks to reconstruct the three-dimensional complex-valued refractive index distribution of an object. Measurements of the transmitted wavefield intensities on two parallel detector-planes at each tomographic view angle are utilized to determine the wavefield's complex amplitude, which represent the projection data utilized for tomographic reconstruction. The mathematical formulas employed to determine the complex amplitude contain Fourier domain singularities that can result in greatly amplified noise levels in the reconstructed images. In this article, statistically optimal reconstruction methods that employ multiple (> 2) detector-planes are developed that mitigate the noise amplification effects due to singularities in the reconstruction formulas. These reconstruction methods permit exploitation of statistically complementary information in a collection of in-line holographic measurement data, resulting in images that can have dramatically reduced noise levels. Computer-simulation studies are conducted to demonstrate and investigate quantitatively the developed reconstruction methods.

Original languageEnglish (US)
Title of host publicationDevelopments in X-Ray Tomography V
DOIs
StatePublished - Nov 13 2006
Externally publishedYes
EventDevelopments in X-Ray Tomography V - San Diego, CA, United States
Duration: Aug 15 2006Aug 17 2006

Publication series

NameProgress in Biomedical Optics and Imaging - Proceedings of SPIE
Volume6318
ISSN (Print)1605-7422

Other

OtherDevelopments in X-Ray Tomography V
CountryUnited States
CitySan Diego, CA
Period8/15/068/17/06

Keywords

  • Phase retrieval
  • Tomographic image reconstruction
  • X-ray phase-contrast imaging

ASJC Scopus subject areas

  • Engineering(all)

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  • Cite this

    Anastasio, M. A., Chou, C. Y., Huang, Y., & Shi, D. (2006). Statistically optimal image reconstruction in propagation-based phase-contrast tomography. In Developments in X-Ray Tomography V [63180U] (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; Vol. 6318). https://doi.org/10.1117/12.681301