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Table 2 Parameters Settings for the Proposed Algorithms

From: Nonlocal total variation based on symmetric Kullback-Leibler divergence for the ultrasound image despeckling

Data Set

Algorithm

Shepp_Logan Phantom

sigma = {0.8;1.0;1.3}

Field II

Kidney Phantom

Liver

IVUS

3DUS

SAR-BM3D

Number of looks

L

1

1

1

1

1

Patch Size

N i

8 × 8

8 × 8

8 × 8

8 × 8

8 × 8

Search_Window

|â–³ i |

11 × 11

11 × 11

11 × 11

11 × 11

11 × 11

Proposed

Lambda

λ

{30;35;20}

30

30

30

30

Beta

β

{25;25;25}

25

25

25

25

Bandwidth

h

{0.2;0.2;0.2}

0.3

0.3

0.5

0.3

Search_Window

|â–³ i |

{31 × 31;41 × 41;41 × 41}

31 × 31

11 × 11

11 × 11

11 × 11

Patch_Size

N i

5 × 5

5 × 5

7 × 7

7 × 7

7 × 7

Inner_Iteration

n

2

2

2

2

2

Outer_Iteration

k

50

50

50

50

50