Enhancing Matrix Completion Using a Modified Second-Order Total Variation

Table 3

PSNRSSIM results on reconstruction of 20 test images with text by different algorithms.

	IRLS	PSSV	LTVNN	SPC-TV	SPC-QV	Ours
1	28.560.956	30.470.975	30.910.981	29.780.965	30.740.973	34.170.992
2	22.130.911	23.960.930	24.430.955	24.620.939	26.130.962	26.650.972
3	22.270.895	25.450.944	25.410.963	25.780.948	27.700.971	30.190.987
4	21.140.897	21.680.904	22.690.933	22.500.920	23.430.939	23.580.950
5	23.600.919	25.180.943	25.330.951	25.400.945	26.620.960	26.960.969
6	22.850.902	24.940.932	25.740.956	25.560.941	27.300.964	27.980.973
7	21.140.906	23.300.933	23.200.959	23.700.937	25.000.963	26.480.983
8	24.930.926	29.080.962	27.330.969	28.720.956	30.120.971	31.020.979
9	21.120.905	22.700.926	22.940.940	23.380.935	24.660.953	25.070.962
10	23.840.912	26.490.948	26.040.949	26.760.950	28.190.964	29.340.974
11	20.200.895	21.320.911	22.210.958	22.070.924	23.410.951	23.720.971
12	18.120.892	20.510.926	20.640.943	20.970.933	22.620.956	23.610.967
13	25.320.920	27.090.938	27.950.959	27.720.947	29.280.965	30.720.977
14	24.310.920	26.740.951	26.670.958	27.180.953	28.580.968	29.210.977
15	24.300.913	25.410.929	26.370.948	26.060.938	27.420.955	28.500.968
16	20.190.890	22.560.920	22.410.949	22.970.931	24.800.961	26.330.977
17	19.760.874	21.800.908	22.770.942	22.610.925	24.270.953	25.570.969
18	19.770.872	23.900.933	23.720.953	23.970.937	26.480.966	29.240.984
19	21.430.895	24.760.931	25.190.967	25.120.943	27.250.971	29.550.988
20	20.690.902	22.710.934	22.800.951	23.020.941	24.440.961	24.180.967