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
ā€‰ 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
ā€‰ 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