Application of Artificial Bee Colony Optimization Algorithm for Image Classification Using Color and Texture Feature Similarity Fusion

Table 5

Comparison of performance of CIR with ABC optimization and other schemes.

Sl no.	Image class	Color-based retrieval		Texture-based retrieval		CIR with equal weights		CIR with ABC algorithm
		Classification accuracy (%)	Retrieval time (s)	Classification accuracy (%)	Retrieval time (s)	Classification accuracy (%)	Retrieval time (s)	Classification accuracy (%)	Retrieval time (s)
1	Bus	86.83	4.743	80.11	4.307	88.51	4.982	90.17	4.381
2	Dinosaur	80.72	4.807	95.67	4.487	93.56	4.816	86.89	4.347
3	Elephant	81.83	4.711	82.72	4.506	85.17	4.890	85.72	4.257
4	Rose	78.33	4.789	96.00	4.503	94.89	4.965	86.67	4.282
5	Horse	93.67	4.799	80.61	4.577	92.50	5.033	94.39	4.310
6	Mountain	81.17	4.646	78.94	4.443	82.11	4.915	82.72	4.209