TABLE 1. In-Plane Super-Resolution of MRI.
Category | Method | Limitation |
---|---|---|
Back-projection | Iterative Back-Projection (IBP) | Vulnerable to noise |
Deterministic regularization | Simple bilinear INTerpolation (INT), LASR, TIKhonov (TIK), Direct Acquisition (DAC), THEOretical curves (THEO), conjugated gradients, and Low-Rank Total-Variation (LRTV) | Vulnerable to noise |
Projection Onto Convex Sets (POCS) | Wavelet-based POCS SR and Toeplitz-based iterative SR | Slow convergence speed High computational cost |