Title :
Pre-reconstruction rigid body registration for positron emission tomography: An initial validation against ground truth
Author :
Nordberg, Peter ; Declerck, Jérôme ; Brady, Sir Michael
Author_Institution :
Dept. of Eng. Sci., Univ. of Oxford, Oxford, UK
fDate :
Aug. 31 2010-Sept. 4 2010
Abstract :
Our recent adaptation to PET of the method of Fitchard et al., for rigid body registration of CT sinograms enables motion between two temporal frames of PET data to be estimated and corrected prior to reconstruction. This avoids both the computation required by multiple reconstructions and the need to make choices regarding reconstruction methods that influence the images produced, and potentially change the estimated motion. Using realistic, simulated data with known ground truth, we report an initial investigation into the performance of the method as the number of counts and the accuracy with which the scan is divided into frames, corresponding to different positions, varies.
Keywords :
image reconstruction; image registration; medical image processing; motion estimation; positron emission tomography; CT sinograms; image reconstruction; motion estimation; positron emission tomography; prereconstruction rigid body registration; Accuracy; Attenuation; Biomedical imaging; Computed tomography; Data models; Image reconstruction; Positron emission tomography; Computer Simulation; Image Processing, Computer-Assisted; Positron-Emission Tomography; Reproducibility of Results; Rotation;
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2010 Annual International Conference of the IEEE
Conference_Location :
Buenos Aires
Print_ISBN :
978-1-4244-4123-5
DOI :
10.1109/IEMBS.2010.5626800