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Table 3 PSNR in filtering of color images for various percentage of impulses

From: BM3D filter in salt-and-pepper noise removal

 

20 %

40 %

60 %

80 %

90 %

95 %

97.5 %

Peppers

29.74

28.48

27.13

25.21

22.31

20.58

19.01

 

29.95

29.09

28.06

26.30

23.12

21.27

19.52

 

29.72

29.14

28.16

27.32

25.07

22.52

19.71

Autumn

31.77

27.35

24.82

22.72

21.21

19.89

19.06

 

35.62

31.00

27.89

25.01

22.81

20.98

19.81

 

36.33

32.36

29.53

26.18

23.63

22.02

20.34

F16

31.54

28.98

26.91

24.72

23.08

21.61

20.28

 

32.70

30.78

28.91

26.52

24.56

22.68

21.00

 

32.82

31.32

29.54

27.13

25.12

23.40

21.79

Baboon

27.24

23.58

21.14

19.19

18.08

17.22

16.67

 

28.97

25.32

22.89

20.73

19.33

18.20

17.36

 

29.42

25.82

23.25

21.02

19.84

18.93

18.02

Lena

36.60

32.21

29.30

26.75

24.94

23.36

21.83

 

38.52

34.80

32.13

29.36

27.06

24.88

22.84

 

38.63

34.93

32.10

29.44

27.57

25.69

24.04

House

29.78

27.98

26.21

24.46

22.87

21.53

20.36

 

30.45

29.57

28.26

26.61

24.58

22.70

21.20

 

30.44

29.80

28.97

27.73

25.24

23.67

21.60

Boats

29.04

27.63

25.81

23.59

21.90

19.43

17.65

 

29.41

28.62

27.24

25.05

23.14

20.21

18.16

 

29.45

28.62

27.35

25.25

23.26

20.50

18.26

Monarch

35.24

30.43

27.26

24.44

22.43

20.56

18.98

 

37.96

33.45

30.12

26.62

23.99

21.59

19.65

 

38.32

34.42

31.06

27.43

24.81

22.53

20.29

Jelly

40.25

35.09

31.74

28.53

26.18

24.50

22.57

 

42.23

37.71

34.79

31.50

28.20

25.91

23.43

 

41.51

37.09

33.85

30.89

28.85

26.64

23.76

  1. Upper row - decision-based/adaptive median filers; middle row - proposed scheme after single iteration by BM3D filter; bottom row - proposed scheme after five iterations by BM3D filter