Pixelwise Estimation of Signal-Dependent Image Noise Using Deep Residual Learning

Table 3

Average error on simulated nonhomogeneous noise (dB).

Dataset	Noise level	Pyatykh [24]	Liu [25]	Chen [7]	DRNE
Kodak		3.33	1.08	0.91	0.07
		7.34	0.48	0.30	0.31
		11.71	0.86	0.67	0.84
McMaster		3.39	1.18	1.03	0.12
		7.88	1.46	0.56	0.91
		13.31	2.74	2.01	2.27
BSD500		3.15	1.47	0.82	0.23
		7.12	0.81	0.31	0.58
		11.56	1.38	1.08	1.32

Bold fonts denote the best performance and italics denotes the second best performance.