Completed Local Ternary Pattern for Rotation Invariant Texture Classification

Table 3

Classification rates (%) on UIUC 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	44.87	54.68	60.63	64.20	41.80	51.34	56.80	60.60	40.05	47.53	51.63	55.29
CLBC_S [30]	47.19	57.46	63.48	66.90	43.37	53.07	59.17	62.39	39.85	46.69	51.11	55.61
CLTP_S	68.80	77.60	83.04	86.00	64.91	75.07	80.48	83.20	54.29	61.87	69.92	71.60
CLBP_M	56.15	65.92	71.05	74.37	56.07	65.65	69.51	72.05	42.39	49.98	54.45	57.52
CLBC_M [30]	51.68	60.62	66.63	69.33	50.67	59.01	64.42	67.10	39.04	45.51	49.42	52.12
CLTP_M	69.94	79.33	82.56	85.20	70.29	79.33	83.36	85.40	57.49	64.67	69.60	73.60
CLBP_M/C	68.08	76.75	80.81	83.27	68.45	76.83	80.14	82.72	56.92	65.09	69.81	72.66
CLTP_M/C	76.80	83.47	87.20	88.60	77.37	83.60	87.04	89.40	70.06	76.93	80.48	81.80
CLBP_S_M/C	69.43	78.61	82.81	85.33	68.68	77.57	81.36	83.55	62.52	71.27	75.48	78.65
CLTP_S_M/C	77.26	84.67	88.48	90.60	77.37	84.27	87.84	89.80	68.80	77.33	80.48	83.60
CLBP_S/M	72.05	82.63	86.88	89.56	71.80	80.85	85.31	87.60	64.70	74.65	79.55	82.58
CLBC_S/M [30]	75.16	83.92	87.68	89.72	73.16	82.04	86.31	88.51	65.28	74.88	78.86	82.40
CLTP_S/M	79.31	87.73	90.56	93.20	77.14	85.60	89.44	91.80	65.03	74.40	79.68	83.00
CLBP_S/M/C	78.05	85.87	89.17	91.07	78.75	86.33	89.25	91.03	74.53	82.26	85.85	87.86
CLBC_S/M/C [30]	79.75	86.45	90.10	91.39	79.48	86.63	89.66	91.04	74.57	82.35	85.66	87.83
CLTP_S/M/C	82.97	88.93	91.52	94.40	82.63	87.87	90.40	92.60	74.51	81.73	85.92	86.80

The bold values indicate higher classification rate.