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. Author manuscript; available in PMC: 2014 May 20.
Published in final edited form as: Phys Med Biol. 2011 Aug 22;56(18):5949–5967. doi: 10.1088/0031-9155/56/18/011

EPTV Algorithm:

Initialize f(0) = 0. For k = 1,2,…, do the following steps until convergence.
  1. Solve (P1): v(k+1)=argminfPf-y22 with an initial value f(k) using CGLS solver.

  2. Solve (P2): f(k+1)=argminfλ2f-v(k+1)22+fEPTVwith GD method, and ω is updated at each iteration in this step,

  3. Ensuring image positivity: f(k+1) = 0 if f(k+1) < 0.