Fast Multi-contrast MRI Reconstruction

@article{Huang2012FastMM,
  title={Fast Multi-contrast MRI Reconstruction},
  author={Junzhou Huang and Chen Chen and Leon Axel},
  journal={Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention},
  year={2012},
  volume={15 Pt 1},
  pages={281-8}
}
This paper proposes an efficient algorithm to simultaneously reconstruct multiple T1/T2-weighted images of the same anatomical cross section from partially sampled k-space data. The simultaneous reconstruction problem is formulated as minimizing a linear combination of three terms corresponding to a least square data fitting, joint total-variation (TV) and group wavelet-sparsity regularization. It is rooted in two observations: (1) the variance of image gradients should be similar for the same… CONTINUE READING
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