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Table 1 Comparisons in terms of PSNR and SSIM of different acceleration factors on the cardiac perfusion dataset

From: Compressed sensing based dynamic MR image reconstruction by using 3D-total generalized variation and tensor decomposition: k-t TGV-TD

Methods

Acceleration factor

6

8

10

PSNR

SSIM

PSNR

SSIM

PSNR

SSIM

HOSVD

32.07

0.8700

30.75

0.8017

29.36

0.7301

k-t SLR

32.08

0.8705

30.81

0.8056

29.64

0.7465

3D-TGV

36.42

0.9108

35.72

0.9021

34.78

0.8906

L + S

36.94

0.9306

36.16

0.9221

35.42

0.9136

k-t TGV-TD

38.66

0.9392

37.08

0.9315

36.10

0.9210