Research Article

Bayesian Image Restoration Using a Large-Scale Total Patch Variation Prior

Table 1

Parameter settings in simulated data experiment.

TV prior Huber prior ForWaRD SA prior LS-TPV prior

𝛽 = 0 . 0 0 3 8 𝛽 = 0 . 0 2 6 ,
𝛾 = 0 . 3 5
Threshold = 3.0,
Levels = 3
𝛽 = 0 . 0 1 5 ,
𝛿 = 9 0 0 ,
7 × 7 𝑛 ,
1 1 × 1 1 𝑁
𝛽 = 0 . 0 7 5 ,
𝛼 = 0 . 5 ,
= 1 5 0 ,
7 × 7 𝑛 ,
1 1 × 1 1 𝑁