Example.tomopy.Reconstruction

This task type performs tomographic reconstruction using tomopy.

  • art: Algebraic reconstruction technique

  • bart: Block algebraic reconstruction technique

  • fbp: Filtered back-projection algorithm

  • gridrec: Fourier grid reconstruction algorithm

  • mlem: Maximum-likelihood expectation maximization algorithm

  • osem: Ordered-subset expectation maximization algorithm

  • ospml_hybrid: Ordered-subset penalized maximum likelihood algorithm with weighted linear and quadratic penalties

  • ospml_quad: Ordered-subset penalized maximum likelihood algorithm with quadratic penalties

  • pml_hybrid: Penalized maximum likelihood algorithm with weighted linear and quadratic penalties

  • pml_quad: Penalized maximum likelihood algorithm with quadratic penalty.

  • sirt: Simultaneous algebraic reconstruction technique

  • tv: Total Variation reconstruction technique

  • grad: Gradient descent method

  • tikh: Tikhonov regularization with identity Tikhonov matrix

Also supports ASTRA toolbox algorithms.