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Table 3 Speed-up of ITKrM(M) over (w)KSVD and BPFA, corresponding to the average runtime of wKSVD/BPFA divided to that of ITKrMM using all available (corrupted) image patches of Barbara and Peppers

From: Fast dictionary learning from incomplete data

Corr. (%)

BPFA

(w)KSVD

 

Barb.

Pepp.

Barb.

Pepp.

0

1.75

1.94

10.61

11.46

30

1.02

1.20

11.07

11.50

50

1.53

1.92

11.30

12.35