Progressive multiresolution reconstruction in MRI

Yong Man Ro

doi:10.1117/12.348524

21 May 1999 Progressive multiresolution reconstruction in MRI

Yong Man Ro

Proceedings Volume 3661, Medical Imaging 1999: Image Processing; (1999) https://doi.org/10.1117/12.348524
Event: Medical Imaging '99, 1999, San Diego, CA, United States

Abstract

A progressive reconstruction technique is presented in magnetic resonance (MR) imaging. To do so, matching pursuit algorithm is applied to MR Imaging. For MR imaging, Fourier basis set is used as a dictionary of MP algorithm. In the progressive reconstruction algorithm proposed in this paper, the inner products of object signal and basis functions are utilized instead of those of residual signals and basis functions for original matching pursuit algorithm. By reconstructing the object hierarchically, one can achieve a quick recognition of image during data acquisition, i.e., at each phase encoding step, the image is reconstructed and updated progressively while, in conventional, image reconstruction is performed after all phase encoding steps. To verify the proposed technique, computer simulations and experiments with whole body MRI system are performed.

Citation Download Citation

Yong Man Ro "Progressive multiresolution reconstruction in MRI", Proc. SPIE 3661, Medical Imaging 1999: Image Processing, (21 May 1999); https://doi.org/10.1117/12.348524

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