Figure 8
Effect of regularization. (a) shows how the residual norm ( ) and solution norm ( ) after 500 iterations depend on the choice of the regularization parameter λ. (b) Percentage of non-zero coefficients as a function of regularization parameter. At (dashed line) the number of non-zero coefficients has been reduced by about a factor of 4. Plots of the reconstructed density at (c) , (d) and (e) . White regions in these images correspond to voxels where all coefficients are zero. |