Incremental restoration of SPECT images

Der shan Luo, Stephen J. Glick, Michael A. King, Tin su Pan

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

Abstract

This paper presents a new method that incrementally restores the resolution of an image, using VCD (variable conductance diffusion) filters to suppress noise before restoring resolution. It is applied post-reconstruction to SPECT image sets which have known Gaussian blur. At each step, a VCD filter is applied to the difference between the unregularized image restored to the previous resolution and that restored to the resolution at the current step. The filtered difference is then added to the result from the previous step, which serves as a base image for the current step. The VCD filter is determined from the information given by the sum of the base image and the filtered difference. When this method is implemented in one step, better resolution than that from Butterworth regularization, and smoother edges than those from direct VCD regularization are observed. This demonstrates that the idea of forming the filter from one set and applying it to the other works well. A five-step incremental restoration performs even better than one-step, which shows the advantage of restoring an image incrementally.

Original languageEnglish (US)
Title of host publicationIEEE Nuclear Science Symposium & Medical Imaging Conference
PublisherPubl by IEEE
Pages1662-1666
Number of pages5
Editionpt 3
ISBN (Print)0780314875
StatePublished - 1994
Externally publishedYes
EventProceedings of the 1993 IEEE Nuclear Science Symposium & Medical Imaging Conference - San Francisco, CA, USA
Duration: Oct 30 1993Nov 6 1993

Publication series

NameIEEE Nuclear Science Symposium & Medical Imaging Conference
Numberpt 3

Other

OtherProceedings of the 1993 IEEE Nuclear Science Symposium & Medical Imaging Conference
CitySan Francisco, CA, USA
Period10/30/9311/6/93

ASJC Scopus subject areas

  • Radiation
  • Nuclear and High Energy Physics
  • Radiology Nuclear Medicine and imaging

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