Title :
Correcting bulk in-plane motion artifacts in MRI using the point spread function
Author :
Lin, Wei ; Wehrli, Felix W. ; Song, Hee Kwon
Author_Institution :
Dept. of Radiol., Univ. of Pennsylvania, Philadelphia, PA, USA
Abstract :
A technique is proposed for correcting both translational and rotational motion artifacts in magnetic resonance imaging without the need to collect additional navigator data or to perform intensive postprocessing. The method is based on measuring the point spread function (PSF) by attaching one or two point-sized markers to the main imaging object. Following the isolation of a PSF marker from the acquired image, translational motion could be corrected directly from the modulation transfer function, without the need to determine the object´s positions during the scan, although the shifts could be extracted if desired. Rotation is detected by analyzing the relative displacements of two such markers. The technique was evaluated with simulations, phantom and in vivo experiments.
Keywords :
biomedical MRI; image motion analysis; medical image processing; optical transfer function; phantoms; MRI; bulk motion artifacts; inplane motion artifacts; modulation transfer function; phantom; point spread function; point-sized markers; rotational motion artifacts; translational motion artifacts; Fourier transforms; Imaging phantoms; In vivo; Joining processes; Magnetic analysis; Magnetic resonance imaging; Motion detection; Navigation; Radiology; Transfer functions; MRI; Modulation transfer function; motion correction; point spread function; Algorithms; Artifacts; Artificial Intelligence; Humans; Image Enhancement; Image Interpretation, Computer-Assisted; Imaging, Three-Dimensional; Movement; Pattern Recognition, Automated; Reproducibility of Results; Sensitivity and Specificity; Signal Processing, Computer-Assisted;
Journal_Title :
Medical Imaging, IEEE Transactions on
DOI :
10.1109/TMI.2005.853235