Completed Local Ternary Pattern for Rotation Invariant Texture Classification

Table 4

Classification rates (%) on XU_HR database.

	𝑅=3, 𝑃=24				𝑅=2, 𝑃=16				𝑅=1, 𝑃=8
	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	95.54	98.00	98.56	99.00	94.17	97.33	98.56	98.80	91.20	95.47	96.48	97.80

The bold values indicate higher classification rate.