Title :
Notes on direct and gridding-based Fourier inversion methods
Author :
Schomberg, Hermann
Author_Institution :
Philips Res. Hamburg, Germany
Abstract :
Numerous imaging methods, including MRI and CT, lead to the problem of reconstructing a square-integrable function. The problem of reconstructing a function f from a non-equidistantly sampled version of its Fourier transform ℱ f may be tackled with direct and gridding-based Fourier inversion methods. Both approaches require a weighting of the data. We present a favorable and generally applicable weighting strategy and show that gridding-based Fourier inversion provides a fast way of computing a highly accurate approximation to the result that would be produced by direct Fourier inversion.
Keywords :
Fourier transforms; biomedical MRI; computerised tomography; image reconstruction; image sampling; inverse problems; medical image processing; CT; MRI; direct Fourier inversion; function reconstruction; gridding-based Fourier inversion; highly accurate approximation; nonequidistantly sampled version; square-integrable function; weighting strategy; Computational Intelligence Society; Computational modeling; Computed tomography; Fourier transforms; Image reconstruction; Jacobian matrices; Magnetic resonance imaging; Sampling methods; Spirals;
Conference_Titel :
Biomedical Imaging, 2002. Proceedings. 2002 IEEE International Symposium on
Print_ISBN :
0-7803-7584-X
DOI :
10.1109/ISBI.2002.1029340