The Scientific World Journal / 2014 / Article / Tab 4

Research Article

Completed Local Ternary Pattern for Rotation Invariant Texture Classification

Table 4

Classification rates (%) on XU_HR database.

, , ,
5 10 15 20 5 10 15 20 5 10 15 20

CLBP_S 75.52 84.27 88.62 91.14 74.11 82.95 86.44 88.77 73.53 81.97 85.91 88.47
CLTP_S 86.06 93.33 95.20 96.60 84.46 90.67 93.60 94.20 76.80 84.13 89.28 91.20

CLBP_M 77.69 85.27 89.07 91.46 77.75 84.99 88.54 90.58 68.13 76.29 80.58 83.64
CLTP_M 86.51 92.13 94.72 96.20 84.23 90.93 93.44 94.80 76.91 84.13 88.32 91.20

CLBP_M/C 85.89 91.29 93.69 95.20 85.80 91.32 93.64 95.07 81.21 87.57 90.40 92.11
CLTP_M/C 91.31 96.27 97.60 97.60 90.29 95.47 96.96 98.00 88.00 92.40 94.72 96.00

CLBP_S_M/C 87.26 92.54 94.67 96.06 87.23 92.66 94.72 95.98 86.37 91.60 93.57 94.65
CLTP_S_M/C 91.89 96.67 97.12 98.20 90.63 95.07 96.80 98.60 87.66 93.20 95.52 96.20

CLBP_S/M 87.09 92.66 94.82 96.10 86.98 92.45 94.67 96.09 84.27 90.24 92.30 93.76
CLTP_S/M 91.77 95.60 97.92 98.60 90.51 95.33 96.96 98.00 84.23 90.40 93.28 94.80

CLBP_S/M/C 91.11 95.33 96.66 97.47 91.64 95.21 96.80 97.50 90.81 94.77 95.80 96.83
CLTP_S/M/C 95.5498.0098.5699.0094.1797.3398.5698.8091.2095.4796.4897.80

The bold values indicate higher classification rate.