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Table 4 Averaged execution times (in seconds) for the applied algorithms in different images and noise levels.

From: Efficient shift-variant image restoration using deformable filtering (Part I)

Image

Method

BLUR1

BLUR2

BLUR3

  

σ L 2 = 0 .308

σ M 2 = 2

σ H 2 = 8

σ L 2 = 0 .308

σ M 2 = 2

σ H 2 = 8

σ L 2 = 0 .308

σ M 2 = 2

σ H 2 = 8

 

HyBR

19.48

24.96

18.90

4.59

3.03

2.27

127.35

143.13

159.90

Cameraman

Trussell

1.00

0.80

0.68

0.88

0.89

0.88

1.02

1.13

0.89

 

var. L0AbS

3.54

3.53

3.64

3.50

3.49

3.51

10.64

10.47

10.50

 

HyBR

16.99

21.47

19.27

3.48

2.47

1.79

120.34

139.24

158.00

House

Trussell

1.02

0.87

0.83

0.75

0.89

0.96

0.99

0.97

1.12

 

var. L0AbS

3.91

3.90

3.91

3.51

3.52

3.50

10.70

10.62

10.65

 

HyBR

17.82

11.51

3.76

3.38

2.38

1.86

130.84

148.19

51.04

Satellite

Trussell

0.89

0.71

0.91

0.81

0.88

0.95

1.12

0.97

1.06

 

var. L0AbS

3.91

3.90

3.92

3.51

3.51

3.53

10.65

10.58

10.60

  1. All the implementations have been coded and executed in MATLAB