Research Article

A Smoothed -Norm and -Norm Regularization Algorithm for Computed Tomography

Table 1

Comparison of two algorithms after same number of iterations.
(a)

Shepp-Logan Phantom, after 70 iterations
  Time(s) Error RMSE NRMSD NMAD SSIM

regularization9.50.1210.0300.031 0.124 0.826
regularization 6.3 0.067 0.016 0.017 0.068 0.912

(b)

Cardiac Image, after 50 iterations
  Time(s) Error RMSE NRMSD NMAD SSIM

regularization 5.1 0.131 0.047 0.033 0.152 0.696
regularization 4.9 0.116 0.042 0.029 0.131 0.735