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Fusion of perpendicular anisotropic MRI sequences

  • University of Oxford
  • John Radcliffe Hospital

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

5 Scopus citations

Abstract

The quality of magnetic resonance images (MRI) is often limited by anisotropic voxels necessitated by acquisition considerations. Examination of the 3D anatomy and post-processing of such images is challenged by the partial volume effects due to such anisotropic voxels. We propose a method based on the separable wavelet transform to fuse anisotropic clinical images, which are often acquired in perpendicular directions, for example axial, sagittal and coronal, into a single fine-resolution image. We investigate several possible wavelet filters, fusion rules and the number of decomposition levels. Our method shows promising results of restoring features apparently lost due to the partial volume effect.

Original languageEnglish
Title of host publication2011 8th IEEE International Symposium on Biomedical Imaging
Subtitle of host publicationFrom Nano to Macro, ISBI'11
PublisherIEEE Computer Society
Pages1455-1458
Number of pages4
ISBN (Print)9781424441280
DOIs
StatePublished - 2011
Externally publishedYes
Event8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2011 - Chicago, IL, United States
Duration: 30 Mar 20112 Apr 2011

Publication series

NameProceedings - International Symposium on Biomedical Imaging
ISSN (Print)1945-7928
ISSN (Electronic)1945-8452

Conference

Conference8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2011
Country/TerritoryUnited States
CityChicago, IL
Period30/03/112/04/11

Keywords

  • Image fusion
  • anisotropic MRI
  • wavelet transform

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