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Table 2 Comparison of PSNR (dB) of reconstructed image “Elephant” with different number of measurements and different patch sizes

From: Clustering K-SVD for sparse representation of images

Methods

Patch size 6×6

Patch size 8×8

 

m = 9

m = 12

m = 15

m = 18

m = 14

m = 20

m = 26

m = 32

K-SVD

20.04

21.97

23.16

23.70

19.85

21.83

23.14

23.92

Method in [28]

19.89

21.90

22.82

23.53

19.78

21.66

22.91

23.77

Method in [29]

26.06

26.83

27.24

27.69

25.73

26.80

27.32

27.75

CK-SVD

27.23

27.89

28.38

28.60

26.95

27.74

28.40

28.81

SwCK-SVD

27.65

28.82

28.79

28.97

27.21

28.24

28.70

29.03

DCK-SVD

27.44

27.92

28.51

28.78

27.07

27.93

28.45

28.90