- etspy.recon.run_dart(sino: ndarray, iters: int, dart_iters: int, p: float, thresholds: list | ndarray, gray_levels: list | ndarray, cfg: dict, vol_geom: dict, proj_geom: dict) ndarray[source]
Run discrete algebraic reoncsturction technique (DART) algorithm.
Adapted from pseudo-code published in: K. J. Batenburg and J. Sijbers, “DART: A Practical Reconstruction Algorithm for Discrete Tomography,” doi: 10.1109/TIP.2011.2131661.
- Parameters:¶
- sino: ndarray¶
Sinogram of shape (nangles, ny)
- iters: int¶
Number of iterations for the SART reconstruction
- dart_iters: int¶
Number of iterations for the DART reconstruction
- p: float¶
Probability for free pixel determination
- thresholds: list | ndarray¶
Thresholds for DART reconstruction
- gray_levels: list | ndarray¶
Gray levels for DART reconstruction
- cfg: dict¶
ASTRA algorithm configuration
- vol_geom: dict¶
ASTRA volume geometry
- proj_geom: dict¶
ASTRA projection geometry
- Returns:¶
Reconstruction of input sinogram
- Return type:¶