A Comparison of Moments-Based Logo Recognition Methods

Table 1

Recognition rates of different moments about logos with different noise.

Noise	RTMIs	RTMs	TM	KM	KMI	LM	PZM	ZM	AMI
Gaussian.0.1	0.9	0.52	1	0.96	0.96	0.8	0.94	0.72	0.02
Gaussian.0.2	1	0.88	0.64	0.74	0.74	0.48	0.32	0.14	0.02
Poisson	1	1	1	1	1	0.92	1	0.98	0.16
Salt and pepper.0.02	0.92	0.34	1	1	1	0.74	1	0.98	0.56
Salt and pepper.0.05	0.88	0.2	1	1	1	0.98	1	0.98	0.32
Salt and pepper.0.08	0.94	0.16	1	1	1	0.94	1	0.98	0.26
Salt and pepper.0.1	0.92	0.12	1	1	1	1	0.98	0.96	0.26
Salt and pepper.0.15	0.9	0.1	1	1	1	0.82	0.9	0.74	0.2
Salt and pepper.0.2	0.88	0.04	0.9	1	1	1	0.74	0.44	0.12
Speckle.0.05	1	1	0.96	0.98	0.98	0.36	0.66	0.48	0.02
Speckle.0.1	1	1	1	1	1	0.54	0.9	0.68	0.02
Average rate	0.94	0.4873	0.9545	0.9709	0.9709	0.78	0.8582	0.7327	0.18