Wavelet Domain Multidictionary Learning for Single Image Super-Resolution

Table 1

The PSNR and SSIM values of the proposed method with different wavelet-filters (for each wavelet, the left is PSNR values and the right is SSIM values).

Img.	haar		db4		sym4		bior6.8
Baboon	25.60	0.76	25.50	0.76	25.55	0.76	25.54	0.76
Comic	27.88	0.90	27.52	0.89	27.78	0.90	27.77	0.90
Flower	32.44	0.93	32.02	0.93	32.32	0.93	32.31	0.93
Girl	35.64	0.89	35.63	0.89	35.64	0.89	35.65	0.89
Lena	36.43	0.93	36.17	0.93	36.35	0.93	36.33	0.93
Man	30.55	0.88	30.23	0.88	30.43	0.88	30.41	0.88
Pepper	36.78	0.92	36.27	0.92	36.63	0.92	36.61	0.92
Zebra	33.50	0.94	32.92	0.94	33.36	0.94	33.36	0.94
Parrot	33.79	0.96	33.08	0.95	33.49	0.95	33.38	0.95
Parthenon	29.21	0.85	28.82	0.84	29.06	0.84	29.02	0.84
Raccoon	32.50	0.90	32.32	0.90	32.43	0.90	32.39	0.90
Avg.	32.21	0.90	31.86	0.89	32.09	0.89	32.07	0.89