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An Analytical Algorithm for Tensor Tomography From Projections Acquired About Three Axes

  • Weijie Tao
  • , Damien Rohmer
  • , Grant T. Gullberg
  • , Youngho Seo
  • , Qiu Huang
  • Ruijin Hospital
  • Shanghai Jiao Tong University
  • University of California San Francisco

Research output: Contribution to journalArticlepeer-review

Abstract

Tensor fields are useful for modeling the structure of biological tissues. The challenge to measure tensor fields involves acquiring sufficient data of scalar measurements that are physically achievable and reconstructing tensors from as few projections as possible for efficient applications in medical imaging. In this paper, we present a filtered back-projection algorithm for the reconstruction of a symmetric second-rank tensor field from directional X-ray projections about three axes. The tensor field is decomposed into a solenoidal and irrotational component, each of three unknowns. Using the Fourier projection theorem, a filtered back-projection algorithm is derived to reconstruct the solenoidal and irrotational components from projections acquired around three axes. A simple illustrative phantom consisting of two spherical shells and a 3D digital cardiac diffusion image obtained from diffusion tensor MRI of an excised human heart are used to simulate directional X-ray projections. The simulations validate the mathematical derivations and demonstrate reasonable noise properties of the algorithm. The decomposition of the tensor field into solenoidal and irrotational components provides insight into the development of algorithms for reconstructing tensor fields with sufficient samples in terms of the type of directional projections and the necessary orbits for the acquisition of the projections of the tensor field.

Original languageEnglish
Pages (from-to)3454-3472
Number of pages19
JournalIEEE Transactions on Medical Imaging
Volume41
Issue number11
DOIs
Publication statusPublished - 1 Nov 2022

Keywords

  • Filtered back-projection algorithm
  • directional X-ray projections
  • solenoidal and irrotational components
  • tensor tomography

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