Integrating temporal information with a non-rigid method of motion correction for functional magnetic resonance images

Peter R. Bannister, J. Michael Brady, Mark Jenkinson

Research output: Contribution to journalArticle

17 Citations (Scopus)

Abstract

Existing approaches to the problem of subject motion artefacts in FMRI data have applied rigid-body registration techniques to what is a non-rigid problem. We propose a model, which can account for the non-linear characteristics of movement effects, known to result from the acquisition methods used to form these images. The model also facilitates the proper application of temporal corrections, which are needed to compensate for acquisition delays. Results of an implementation based on this model reveal that it is possible to correct these effects, leading to accurate realignment and timing correction.

Original languageEnglish
Pages (from-to)311-320
Number of pages10
JournalImage and Vision Computing
Volume25
Issue number3
DOIs
Publication statusPublished - Mar 2007
Externally publishedYes

Keywords

  • FMRI
  • Image registration
  • Motion correction
  • Non-rigid motion
  • Slice-timing correction

ASJC Scopus subject areas

  • Signal Processing
  • Computer Vision and Pattern Recognition

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