Multithreshold Segmentation by Using an Algorithm Based on the Behavior of Locust Swarms

Table 8

Results of the reduced Gaussian mixture in terms of accuracy.

Algorithm	Gaussian function
J + ABC	(1)	0.052	44.5	6.4	11.79%
	(2)	0.084	98.12	12.87
	(3)	0.058	163.50	8.94
	(4)	0.025	218.84	17.5
J + AIS	(1)	0.072	31.01	6.14	22.01%
	(2)	0.054	88.52	12.21
	(3)	0.039	149.21	9.14
	(4)	0.034	248.41	13.84
J + DE	(1)	0.041	35.74	7.86	13.57%
	(2)	0.036	90.57	11.97
	(3)	0.059	148.47	9.01
	(4)	0.020	201.34	13.02
+ LS	(1)	0.049	40.12	7.5	3.98%
	(2)	0.041	102.04	10.4
	(3)	0.052	168.66	8.3
	(4)	0.025	110.92	15.2