The Scientific World Journal / 2014 / Article / Tab 2

Research Article

Completed Local Ternary Pattern for Rotation Invariant Texture Classification

Table 2

Classification rates (%) on CUReT database.

, , ,
6 12 23 46 6 12 23 46 6 12 23 46

CLBP_S [28] 66.94 75.26 81.80 87.31 63.49 72.68 79.49 85.35 59.00 67.81 74.62 80.70
CLBC_S [30] 60.82 70.57 74.21 80.14 60.42 68.95 74.42 79.78 56.88 66.21 72.89 78.82
CLTP_S 72.57 81.55 87.72 91.75 68.39 79.09 86.61 91.55 64.38 72.66 81.73 88.24

CLBP_M [28] 62.57 71.93 79.89 86.49 58.57 68.28 76.11 83.03 51.77 60.33 67.73 75.16
CLBC_M [30] 51.23 60.53 68.36 77.41 50.63 58.70 66.05 73.89 50.12 58.62 57.82 66.61
CLTP_M 67.14 76.93 85.16 90.52 63.33 74.47 82.14 88.83 61.37 71.17 80.53 86.67

CLBP_M/C [28] 68.71 78.54 86.04 91.65 64.81 75.56 82.98 89.75 56.53 67.15 75.58 82.97
CLTP_M/C 70.10 80.12 89.02 93.58 66.77 77.12 85.51 91.67 62.07 72.94 82.26 88.98

CLBP_S_M/C [28] 73.29 82.28 89.28 94.07 70.27 80.47 87.57 92.78 66.63 76.54 85.02 90.55
CLTP_S_M/C 74.36 85.14 91.03 94.69 71.55 82.16 87.82 94.04 67.54 78.89 85.46 91.27

CLBP_S/M [28] 74.95 84.30 90.83 94.53 74.63 83.44 89.67 93.85 71.86 82.27 88.57 93.46
CLBC_S/M [30] 70.52 81.57 89.12 93.60 72.16 82.71 89.60 93.78 69.89 79.88 86.62 93.10
CLTP_S/M 76.49 85.11 92.02 95.63 74.14 84.42 90.78 95.06 71.30 82.37 89.20 93.50

CLBP_S/M/C [28] 76.80 86.54 92.00 95.72 76.07 85.73 92.15 95.67 74.35 85.0691.5295.70
CLBC_S/M/C [30] 73.18 84.07 90.55 95.26 75.17 85.91 91.30 95.39 72.85 82.92 90.12 94.78
CLTP_S/M/C 77.9787.5092.7296.11 77.72 85.54 92.4495.9575.18 84.06 90.45 94.78

The bold values indicate higher classification rate.