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Table 4 Comparison of PSNR (dB) of reconstructed image “Penguin” with different number of measurements

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

17.85

19.42

20.40

21.16

17.02

19.21

20.27

21.08

Method in [28]

17.53

19.37

20.34

21.12

17.06

19.20

20.21

21.10

Method in [29]

25.45

26.69

27.40

28.02

25.13

26.50

27.22

27.97

CK-SVD

27.48

28.79

29.61

30.34

27.19

28.60

29.65

30.53

SwCK-SVD

27.87

29.22

29.94

30.63

27.63

29.00

29.98

30.86

DCK-SVD

27.60

29.01

29.75

30.42

27.44

28.80

29.72

30.55