Title :
Motion correction of PET images using realignment for intraframe movement
Author :
Kawatsu, Shoji ; Sidahara, Miho ; Ushiroya, Noboru ; Kato, Takashi ; Hatano, Kentaro ; Ito, Kengo
Author_Institution :
Dept. of Biofunctional Res., Nat. Inst. for Longevity Sci., Morioka, Japan
Abstract :
A method is presented for the motion correction of PET images using realignment for intraframe movement. A newly introduced aspect of the method is that it corrects not only interframe but also intraframe movement, using currently used PET images (which are not corrected for intraframe movement) and motion tracking data. Although our method requires motion tracking data, it does not require very short time image acquisition nor list mode data acquisition. So, it is applicable to currently used PET images. In our method the following hypothesis is assumed. That is if no movement happens, there exists a linear model such that counts of each voxel per unit time follows the model. Model parameters may depend on the voxels. In a simple example, our method successfully corrected motion artifact and estimates the parameters accurately. It may give a simple and practical solution to the motion correction problems.
Keywords :
image reconstruction; medical computing; medical image processing; parameter estimation; positron emission tomography; PET images; image acquisition; interframe movement; intraframe movement realignment; linear model; list mode data acquisition; model parameter estimation; motion artifact correction; motion tracking data; reconstructed image; voxel number per unit time; Cities and towns; Data acquisition; Hardware; Image reconstruction; Indium tin oxide; Motion estimation; Nuclear medicine; Positron emission tomography; Telephony; Tracking;
Conference_Titel :
Nuclear Science Symposium Conference Record, 2003 IEEE
Print_ISBN :
0-7803-8257-9
DOI :
10.1109/NSSMIC.2003.1352427