Title :
Region-of-interest MRI: k-space sampling conditions
Author :
Aggarwal, Nitin ; Bresler, Yoram
Author_Institution :
Dept. of Electr. & Comput. Eng., Illinois Univ., Urbana, IL
Abstract :
In several MR applications one is interested in reconstructing only a certain region-of-interest (ROI) of the field-of-view (FOV) that is of anatomical or functional importance for the study. However, according to the Nyquist criterion, one is still forced to acquire Fourier (k-space) samples at a rate determined by the FOV instead of the ROI. In this paper we derive necessary and sufficient sampling conditions for recovering the ROI, for uniform and periodic non-uniform sampling, and obtain bounds on the minimal sampling density for arbitrary sampling patterns. We also extend the analysis to parallel MR imaging. The results can be applied to functional MRI, cardiac MRI, etc to reduce the total acquisition time or increase the spatial and temporal resolution, or SNR of the reconstructions
Keywords :
Fourier analysis; Nyquist criterion; biomedical MRI; image reconstruction; image resolution; medical image processing; Fourier samples; Nyquist criterion; cardiac MRI; functional MRI; image reconstruction; k-space sampling conditions; minimal sampling density; parallel MR imaging; periodic nonuniform sampling; region-of-interest MRI; spatial sampling; temporal resolution; total acquisition time; uniform sampling; Application software; Fourier transforms; Image analysis; Image reconstruction; Image resolution; Image sampling; Magnetic analysis; Magnetic resonance imaging; Sampling methods; Spatial resolution;
Conference_Titel :
Biomedical Imaging: Nano to Macro, 2006. 3rd IEEE International Symposium on
Conference_Location :
Arlington, VA
Print_ISBN :
0-7803-9576-X
DOI :
10.1109/ISBI.2006.1624847