Fast acquisition and reconstruction in imaging enabled by sampling theory

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

Abstract

We survey applications of classical and of time-sequential sampling theory and some of its recent extensions, respectively, in two complementary areas. First to reduce acquisition requirements for dynamic imaging below those predicted by classical theory, and second, to reduce the computation for tomographic reconstruction from O(N3) to O(N2 log N) for an N × N image, with similar acceleration for 3D images. In both areas, the savings demonstrated in practical examples exceed an order-of-magnitude.

Original languageEnglish (US)
Title of host publicationProceedings of SPIE-IS and T Electronic Imaging - Computational Imaging VI
DOIs
StatePublished - Jun 17 2008
EventComputational Imaging VI - San Jose, CA, United States
Duration: Jan 28 2008Jan 29 2008

Publication series

NameProceedings of SPIE - The International Society for Optical Engineering
Volume6814
ISSN (Print)0277-786X

Other

OtherComputational Imaging VI
CountryUnited States
CitySan Jose, CA
Period1/28/081/29/08

Keywords

  • Dynamical imaging
  • Hierarchical algorithms
  • Inverse problems
  • MRI
  • Time-sequential sampling
  • Tomography

ASJC Scopus subject areas

  • Electrical and Electronic Engineering
  • Condensed Matter Physics

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  • Cite this

    Bresler, Y. (2008). Fast acquisition and reconstruction in imaging enabled by sampling theory. In Proceedings of SPIE-IS and T Electronic Imaging - Computational Imaging VI [681402] (Proceedings of SPIE - The International Society for Optical Engineering; Vol. 6814). https://doi.org/10.1117/12.778605