Decision-Based Marginal Total Variation Diffusion for Impulsive Noise Removal in Color Images

Table 4

Comparison of the efficiency with those of other methods for the London image in RDM.

Measure	Method	Random valued impulses
		5%	10%	20%	30%	40%	50%	60%
PSNR	MMF	33.70	32.92	30.89	27.86	24.71	21.72	19.29
	AMMF	33.70	28.33	28.89	26.01	25.57	23.67	22.21
	VMF	33.51	32.49	29.38	25.58	22.27	19.47	17.33
	AVMF	33.51	32.49	28.61	27.13	24.70	22.76	20.58
	TVL1	31.07	31.00	30.87	30.63	29.50	25.38	20.49
	Ours	37.56	35.82	33.78	32.03	30.60	29.06	27.56
MSSIM	MMF	0.91	0.91	0.88	0.80	0.68	0.51	0.36
	AMMF	0.91	0.83	0.80	0.75	0.71	0.67	0.62
	VMF	0.91	0.90	0.82	0.67	0.49	0.32	0.21
	AVMF	0.91	0.90	0.79	0.74	0.66	0.59	0.53
	TVL1	0.85	0.85	0.84	0.84	0.82	0.77	0.66
	Ours	0.98	0.97	0.95	0.92	0.89	0.85	0.80
FSIMc	MMF	0.99	0.98	0.97	0.95	0.90	0.83	0.76
	AMMF	0.99	0.93	0.94	0.88	0.86	0.80	0.76
	VMF	0.98	0.98	0.96	0.92	0.86	0.78	0.71
	AVMF	0.98	0.98	0.93	0.91	0.83	0.79	0.72
	TVL1	0.97	0.97	0.97	0.96	0.95	0.90	0.81
	Ours	1.00	0.99	0.99	0.98	0.97	0.95	0.92