Research Article
A Modified Phase Cycling Method for Complex-Valued MRI Reconstruction
| Inputs: the system matrix A, | | the measurements y, | | the maximum number of iterations K, | | the positive regularization parameter γ. | | Outputs: reconstructed magnitude m and phase p. | | Initialization: set the iteration index k =0, | | set the initial magnitude , | | set the initial phase , | | generate the set of phase wraps ω from the initial phase p0. | | Repeat: For k =1,2, …, K. | | calculate mg. | | | | do one-dimensional TV regularization of magnitude | | | | update the magnitude | | | | randomly choose a phase wrap wk from ω, | | update the phase | | | | |
|