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Table 2 The maximum of SNR and ISNR values in first 1st to 100th iteration(s) for image deblurring

From: An improved fast iterative shrinkage thresholding algorithm with an error for image deblurring problem

Algorithm

n

SNR

ISNR

CPU (s)

n

SNR

ISNR

CPU (s)

 

Cameraman

Woman

IFBS

80

27.8726

8.4019

7.62

81

24.9248

4.6721

7.71

FISTA

100

27.8425

8.3726

9.44

100

24.9091

4.6573

9.40

FBMWA

56

27.8789

8.4082

14.56

56

24.9239

4.6713

14.58

FBMMMA

49

27.8802

8.4096

11.55

50

24.9239

4.6712

11.72

NAGA

100

27.8549

8.3850

15.44

100

24.9142

4.6623

15.44

SCTIP

71

25.1638

5.6916

8.62

73

23.4103

3.1676

8.72

IFISTA

56

27.8959

8.4252

8.63

56

24.9251

4.6725

8.72

Processing mean

74

27.4841

8.0134

10.84

74

24.7045

4.4535

10.90

 

Pirate

Living room

IFBS

77

23.7652

5.0117

7.40

80

24.7236

6.7632

7.63

FISTA

100

23.7587

5.0060

9.50

100

24.7026

6.7432

9.30

FBMWA

54

23.7636

5.0101

14.02

55

24.7209

6.7606

14.14

FBMMMA

47

23.7637

5.0104

11.15

49

24.7206

6.7603

11.65

NAGA

100

23.7620

5.0091

15.34

100

24.7097

6.7502

15.35

SCTIP

71

22.1920

3.4440

8.51

75

22.3615

4.4151

8.94

IFISTA

54

23.7607

5.0073

8.34

56

24.7130

6.7526

8.79

Processing mean

72

23.5380

4.7855

10.61

74

24.3788

6.4207

10.83