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Table 3 Comparison of PSNR (dB) of reconstructed image “Horse” 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

17.90

19.54

20.51

21.22

17.32

19.27

20.60

21.39

Method in [28]

17.95

19.53

20.44

21.08

17.40

19.43

20.55

21.36

Method in [29]

23.77

24.69

25.12

25.58

23.41

24.56

25.20

25.63

CK-SVD

24.79

25.26

26.01

26.34

24.33

25.02

25.94

26.30

SwCK-SVD

25.21

25.64

26.37

26.58

24.74

25.30

26.32

26.55

DCK-SVD

24.93

25.37

26.18

26.39

24.51

25.20

26.17

26.42