Table 5 Test accuracy of RGGID for noisy... | Emerald Publishing

Table 5

Test accuracy of RGGID for noisy images.

σ	Setting	ap2or	hor2zeb	win2sum	citysc.	facades	map2sat	Ukiyoe	Van Gogh	Cezanne	Monet	Average
σ = 0.01	2 × 2 × 3 only	64.42	91.71	95.96	92.52	95.5	52.24	93.07	99.63	99.83	99.49	88.44
	3 × 3 × 3 only	65.27	94.81	99.13	75.29	96.25	52.11	99.27	99.97	99.93	99.88	88.19
	4 × 4 × 3 only	59.51	96.13	98.70	53.31	95.62	72.39	98.77	99.90	99.23	98.64	87.22
	ensemble (2&3)	64.70	94.69	94.12	93.28	96.38	51.93	97.33	99.63	99.87	99.81	89.17
	ensemble (3&4)	64.50	93.73	98.77	92.84	96.38	53.81	99.17	99.83	99.97	99.88	89.89
	ensemble (all)	62.39	94.69	94.12	93.28	96.38	53.63	97.73	99.90	99.90	99.81	89.18
σ = 0.02	2 × 2 × 3 only	68.20	90.52	94.80	51.65	90.00	63.96	97.67	98.80	98.90	96.65	85.12
	3 × 3 × 3 only	66.08	89.53	96.90	64.84	91.13	65.92	97.53	97.83	98.93	96.58	86.52
	4 × 4 × 3 only	69.76	93.17	94.19	51.83	89.13	76.94	95.70	97.83	97.20	97.86	86.36
	ensemble (2&3)	67.85	91.84	97.10	53.31	91.13	65.10	97.63	98.07	98.47	96.62	85.71
	ensemble (3&4)	65.47	92.50	93.14	64.17	87.50	67.35	96.63	98.87	99.47	98.17	86.32
	ensemble (all)	64.23	92.61	94.12	53.34	86.38	63.61	96.20	98.40	99.27	98.17	84.63

σ	Setting	ap2or	hor2zeb	win2sum	citysc.	facades	map2sat	Ukiyoe	Van Gogh	Cezanne	Monet	Average
σ = 0.01	2 × 2 × 3 only	64.42	91.71	95.96	92.52	95.5	52.24	93.07	99.63	99.83	99.49	88.44
	3 × 3 × 3 only	65.27	94.81	99.13	75.29	96.25	52.11	99.27	99.97	99.93	99.88	88.19
	4 × 4 × 3 only	59.51	96.13	98.70	53.31	95.62	72.39	98.77	99.90	99.23	98.64	87.22
	ensemble (2&3)	64.70	94.69	94.12	93.28	96.38	51.93	97.33	99.63	99.87	99.81	89.17
	ensemble (3&4)	64.50	93.73	98.77	92.84	96.38	53.81	99.17	99.83	99.97	99.88	89.89
	ensemble (all)	62.39	94.69	94.12	93.28	96.38	53.63	97.73	99.90	99.90	99.81	89.18
σ = 0.02	2 × 2 × 3 only	68.20	90.52	94.80	51.65	90.00	63.96	97.67	98.80	98.90	96.65	85.12
	3 × 3 × 3 only	66.08	89.53	96.90	64.84	91.13	65.92	97.53	97.83	98.93	96.58	86.52
	4 × 4 × 3 only	69.76	93.17	94.19	51.83	89.13	76.94	95.70	97.83	97.20	97.86	86.36
	ensemble (2&3)	67.85	91.84	97.10	53.31	91.13	65.10	97.63	98.07	98.47	96.62	85.71
	ensemble (3&4)	65.47	92.50	93.14	64.17	87.50	67.35	96.63	98.87	99.47	98.17	86.32
	ensemble (all)	64.23	92.61	94.12	53.34	86.38	63.61	96.20	98.40	99.27	98.17	84.63