Completed Local Ternary Pattern for Rotation Invariant Texture Classification

Table 2

Classification rates (%) on CUReT database.

	𝑅=3, 𝑃=24				𝑅=2, 𝑃=16				𝑅=1, 𝑃=8
	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	85.06	91.52	95.70
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	77.97	87.50	92.72	96.11	77.72	85.54	92.44	95.95	75.18	84.06	90.45	94.78

The bold values indicate higher classification rate.