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. 2017 Jul 6;12(7):e0180324. doi: 10.1371/journal.pone.0180324

Table 1. User-specified parameters.

Manuscript Subsection Parameter Description Value Used
Hybrid data fidelity
η weighted least-squares (EID & PCD) 3
gi for all i (EID & PCD) 1
Penalized algebraic reconstruction
λC,e hybrid data fidelity; for all e 1
α regularization scaling factor 0.01
Joint bilateral filtration
b BF domain radius 6
RSKR
h0 noise multiplier 1.5
γ regularization scaling exponent 0.5
s voxel stride used for tiling 3
Dictionary learning
b 3D patch radius 4
s voxel stride for noise measurement 3
na dictionary atom count 1024
K-SVD algorithm
n0 max non-zero coefficients 48
number of patches used 500,000
K-SVD iterations 25
regularization with OMP
n0 max non-zero coefficients 5
Computational considerations
initialization (Fig 1, step 5) BiCGSTAB iterations, per energy 30
each Bregman iteration (Fig 1, step 18) BiCGSTAB iterations, per energy 25
(Fig 1, steps 13–18) total number of Bregman iterations 6