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Table 2 Performance of noise reduction techniques evaluated using spot efficiency (%)

From: Joint pre-processing framework for two-dimensional gel electrophoresis images based on nonlinear filtering, background correction and normalization techniques

Noise type

Noise reduction technique

Noise intensity (dB)

  

20

18

16

14

12

10

8

Gaussian

WT

90.36

90.71

89.29

89.29

88.93

85.00

67.50

 

GNDF

88.57

88.21

89.64

88.57

84.29

85.36

77.86

Rayleigh

WT

90.00

90.36

90.71

89.64

89.29

87.14

90.00

 

GNDF

90.71

88.93

89.29

87.86

88.21

86.43

87.14

Exponential

WT

91.07

91.43

90.71

90.36

89.29

84.29

82.86

 

GNDF

90.71

89.64

89.29

90.71

88.57

87.86

82.87

  1. The values in bold indicate the best spot efficiency for each noise level.