Skip to main content
. Author manuscript; available in PMC: 2021 May 25.
Published in final edited form as: IEEE Trans Med Imaging. 2019 Apr 16;39(2):294–307. doi: 10.1109/TMI.2019.2911482
k : overall cycle #, i.e., k-th iteration of feasibility-seeking and TV perturbations.
K : total # of cycles, i.e., total # of iterations of feasibility-seeking and TV perturbations.
n : TV perturbation step #, 1 ≤ nN.
xk : image vector x at cycle k.
x¯ : initial iterate x0 of image reconstruction.
N : # of TV perturbation steps per feasibility-seeking iteration.
α : perturbation kernel, 0 < α < 1.
k : perturbation kernel exponent.
βk,n: perturbation coefficient βk,n = αk at TV perturbation step n and feasibility-seeking iteration k.
ϕ : the target function to which superiorization is applied; here, ϕ = TV, the total variation of the image vector.
ϕ(xk,n) : TV of image vector xk,n at TV perturbation step n and feasibility-seeking iteration k.
vk,n : normalized non-ascending perturbation vector for ϕ at xk,n, i.e., υk,n=ϕ(xk,n)||ϕ(xk,n)||=ϕ(xk,n)
PT : projection operator representative of an iterative feasibility-seeking algorithm.