Completed Local Ternary Pattern for Rotation Invariant Texture Classification

Table 1

Classification rates (%) on TC10 and TC12 database.

	𝑅=3, 𝑃=24				𝑅=2, 𝑃=16				𝑅=1, 𝑃=8
	TC10	TC12		Average	TC10	TC12		Average	TC10	TC12		Average
		t184	Horizon			t184	Horizon			t184	Horizon
CLBP_S	95.07	85.04	80.78	86.96	89.40	82.26	75.20	82.29	84.41	65.46	63.68	71.18
CLBC_S [30]	91.35	83.82	82.75	85.97	88.67	82.57	77.41	82.88	82.94	65.02	63.17	70.38
CLTP_S	98.20	93.59	89.42	93.74	96.95	90.16	86.94	91.35	94.14	75.88	73.96	81.33
CLBP_M	95.52	81.18	78.65	85.12	93.67	73.79	72.40	79.95	81.74	59.30	62.77	67.94
CLBC_M [30]	91.85	75.59	74.58	80.67	92.45	70.35	72.64	78.48	78.96	53.63	58.01	63.53
CLTP_M	98.00	85.39	84.65	89.35	97.32	83.40	84.40	88.37	94.04	75.86	74.05	81.32
CLBP_M/C	98.02	90.74	90.69	93.15	97.44	86.94	90.97	91.78	90.36	72.38	76.66	79.80
CLTP_M/C	98.52	91.23	89.98	93.24	97.94	90.14	92.38	93.49	95.94	84.70	86.02	88.89
CLBP_S_M/C	98.33	94.05	92.40	94.93	98.02	90.99	91.08	93.36	94.53	81.87	82.52	86.31
CLTP_S_M/C	98.98	95.00	92.94	95.64	98.44	92.41	92.80	94.55	96.43	84.00	86.85	89.09
CLBP_S/M	99.32	93.58	93.35	95.42	97.89	90.55	91.11	93.18	94.66	82.75	83.14	86.85
CLBC_S/M [30]	98.70	91.41	90.25	93.45	98.10	89.95	90.42	92.82	95.23	82.13	83.59	86.98
CLTP_S/M	99.04	94.14	92.59	95.26	97.84	92.06	92.69	94.20	96.41	82.85	84.81	88.02
CLBP_S/M/C	98.93	95.32	94.53	96.26	98.72	93.54	93.91	95.39	96.56	90.30	92.29	93.05
CLBC_S/M/C [30]	98.78	94.00	93.24	95.34	98.54	93.26	94.07	95.29	97.16	89.79	92.92	93.29
CLBC_CLBP [30]	98.96	95.37	94.72	96.35	98.83	93.59	94.26	95.56	96.88	90.25	92.92	93.35
DLBPP [30]	98.10	91.60	87.40	92.37	97.70	92.10	88.70	92.83	—	—	—	—
CLTP_S/M/C	99.17	95.67	94.28	96.37	98.93	94.03	94.79	95.92	96.98	87.06	90.30	91.45

The bold values indicate higher classification rate.