Learning-Based Video Superresolution Reconstruction Using Spatiotemporal Nonlocal Similarity

Table 4

Average RMSE index values of the six algorithms.

Video sequences	ANRSR	DPSR	ScSR	NL-SR	ZM-SR	LBST-SR
Satellite-1	0.0027	0.0028	0.0028	0.0027	0.0026	0.0023
Satellite-2	0.0067	0.0060	0.0060	0.0059	0.0055	0.0044
Forman	0.0120	0.0072	0.0073	0.0072	0.0065	0.0067
Calendar	0.0080	0.0080	0.0080	0.0078	0.0071	0.0070
Coastguard	0.0113	0.0086	0.0087	0.0083	0.0073	0.0067
Suzie	0.0282	0.0170	0.0176	0.0176	0.0168	0.0158
Mother_Daughter	0.0159	0.0132	0.0132	0.0130	0.0127	0.0130
Miss_America	0.0269	0.0225	0.0240	0.0235	0.0225	0.0220
Ice	0.0216	0.0188	0.0191	0.0188	0.0186	0.0186
Football	0.0131	0.0116	0.0115	0.0113	0.0107	0.0101
Carphone	0.0300	0.0184	0.0192	0.0189	0.0173	0.0179
Akiyo	0.0102	0.0081	0.0081	0.0079	0.0075	0.0077