Research on the Method of Coke Optical Tissue Segmentation Based on Adaptive Clustering

Table 4

and of the 4 images under the 4 clustering algorithms.

Method	Samples
-means	Sample 1	3490480	603890	—	3210665	1034641	—	3582444	4245306
	Sample 2	1008768	482352	—	1146766	435362	—	1292532	1582128
	Sample 3	271424	113136	188437	198768	109544	163115	420388	471427
	Sample 4	371987	224016	—	325483	291164	—	495447	616647
FCM	Sample 1	1450048	1807339	—	3210665	1034641	—	2416280	4245306
	Sample 2	931334	533578	—	1146766	435362	—	1219351	1582128
	Sample 3	327239	21475	130979	198768	109544	163115	295024	471427
	Sample 4	29153	599034	—	325483	291164	—	318147	616647
Meanshift	Sample 1	2869795	1135788	—	3210665	1034641	—	3445443	4245306
	Sample 2	658384	463827	—	1146766	435362	—	903533	1582128
	Sample 3	376189	109834	6998	198768	109544	163115	225961	471427
	Sample 4	497606	117300	—	325483	291164	—	403948	616647
Proposed	Sample 1	3070446	1112857	—	3210665	1034641	—	4005945	4245306
	Sample 2	1124813	501061	—	1146766	435362	—	1486782	1582128
	Sample 3	190605	111880	172324	198768	109544	163115	441146	471427
	Sample 4	339976	295635	—	325483	291164	—	588822	616647