A Fast Recognition Method for Space Targets in ISAR Images Based on Local and Global Structural Fusion Features with Lower Dimensions

Table 3

Classification results of different LBP features in 5 times 10-fold cross validation.

	Dimension	1^st	2^nd	3^rd	4^th	5^th	Average
LBP	59	0.594	0.622	0.641	0.576	0.567	0.600
LBP	236	0.678	0.696	0.761	0.761	0.743	0.728
LBP	531	0.678	0.632	0.724	0.622	0.696	0.670
LBP	944	0.770	0.752	0.761	0.761	0.798	0.769
LBP	1475	0.770	0.761	0.761	0.743	0.706	0.748
LBP	2124	0.770	0.733	0.761	0.733	0.761	0.752
LBP	2891	0.770	0.780	0.733	0.752	0.733	0.754
LBP	3776	0.798	0.817	0.834	0.798	0.752	0.804
LBP	4779	0.789	0.835	0.826	0.798	0.807	0.811
LBP	5900	0.854	0.835	0.826	0.807	0.826	0.830
LBP	7139	0.817	0.817	0.863	0.789	0.780	0.813
LBP	8496	0.835	0.844	0.835	0.835	0.844	0.838
LBP	9971	0.826	0.817	0.854	0.789	0.854	0.828