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Table 5 The PSNR of each method for removing scratches (Unit: dB)

From: Image restoration based on sparse representation using feature classification learning

 

BSCB

TV

DCT

K-SVD

NLPB

Proposed method

Baboon

50.04

52.15

52.18

51.95

51.28

52.15

Barbara

50.63

52.72

54.81

54.24

55.17

54.71

Cameraman

52.07

54.58

52.25

53.34

53.81

53.22

Couple

51.66

54.10

52.36

53.98

52.38

53.87

House

50.73

53.98

52.72

54.14

55.61

56.41

Lena

51.71

52.30

52.82

54.12

52.79

54.20