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. Author manuscript; available in PMC: 2014 Apr 24.
Published in final edited form as: Proc IEEE Int Conf Comput Vis. 2013:169–176. doi: 10.1109/ICCV.2013.28

Table 1.

Performance of different methods on the GBM dataset.

Method Dictionary Size=256 Dictionary Size=512 Dictionary Size=1024
160 training PSD2SPMNR 91.85 ± 1.03 91.86 ± 0.78 92.07 ± 0.65
PSD1SPMNR 91.85 ± 0.69 91.89 ± 0.99 91.74 ± 0.85
PSD1SPMLR [9] 91.02 ± 1.89 91.41 ± 0.95 91.20 ± 1.29
ScSPM [34] 79.58 ± 0.61 81.29 ± 0.86 82.36 ± 1.10
KSPM [24] 85.00 ± 0.79 86.47 ± 0.55 86.81 ± 0.45
CTSPM 78.61 ± 1.33 78.71 ± 1.18 78.69 ± 0.81

80 training PSD2SPMNR 90.51 ± 1.06 90.88 ± 0.66 90.51 ± 1.06
PSD1SPMNR 90.74 ± 0.95 90.42 ± 0.94 89.70 ± 1.20
PSD1SPMLR [9] 88.63 ± 0.91 88.91 ± 1.18 88.64 ± 1.08
ScSPM [34] 77.65 ± 1.43 78.31 ± 1.13 81.00 ± 0.98
KSPM [24] 83.81 ± 1.22 84.32 ± 0.67 84.49 ± 0.34
CTSPM 75.93 ± 1.18 76.06 ± 1.52 76.19 ± 1.33

40 training PSD2SPMNR 87.90 ± 0.91 88.21 ± 0.90 87.71 ± 0.81
PSD1SPMNR 87.72 ± 1.21 86.99 ± 1.76 86.33 ± 1.32
PSD1SPMLR [9] 84.06 ± 1.16 83.72 ± 1.46 83.40 ± 1.14
ScSPM [34] 73.60 ± 1.68 75.58 ± 1.29 76.24 ± 3.05
KSPM [24] 80.54 ± 1.21 80.56 ± 1.24 80.46 ± 0.56
CTSPM 73.10 ± 1.51 72.90 ± 1.09 72.65 ± 1.41