Learning-Based Video Superresolution Reconstruction Using Spatiotemporal Nonlocal Similarity

Table 2

Average PSNR index values of the six algorithms.

Video sequences	ANRSR	DPSR	ScSR	NL-SR	ZM-SR	LBST-SR
Satellite-1	32.6112	32.2610	32.2274	33.0043	33.0976	34.3359
Satellite-2	26.7393	27.6419	27.8432	27.8432	28.7216	30.9721
Forman	23.6094	28.8870	28.7007	29.3522	30.0658	30.0229
Calendar	21.8125	21.8218	21.7321	22.5146	23.3250	23.3826
Coastguard	23.5604	25.9583	25.8747	26.8223	27.7863	28.5933
Suzie	22.4611	27.5689	27.3860	27.5675	27.9919	28.5858
Mother_Daughter	23.3212	25.4622	25.4056	25.5966	25.9141	25.6664
Miss_America	25.4412	27.0984	26.5224	26.7219	27.0799	27.3240
Ice	20.0069	21.5826	21.4745	21.7167	21.8370	21.8413
Football	23.4603	24.3382	24.3644	25.1328	25.5998	26.0958
Carphone	21.6177	26.6009	26.1356	26.7163	27.5862	27.5311
Akiyo	26.3123	28.9223	28.9065	29.4792	29.9924	29.7895