REPORT of Localized Rank-Ordered Differences Vector Filter for suppression of high-density impulse noise in color images. PART 1: Numerical values Bernardino Roig∗, Vicente D. Estruch Universidad Politécnica de Valencia E.P.S. Gandia, C/Paranimf, 1. 46730 Grau de Gandia (Valencia), Spain. June 8, 2015 1 Comments to the report Here we present all the numerical values obtained for determining the superiority of the proposed filter in the article Localized Rank-Ordered Differences Vector Filter for suppression of high-density impulse noise in color images. We have performed a statistical study on 50 images. This file is available at • http://personales.upv.es/broig/images/LRODF/LRODFreport.pdf the selected images and the images corrupted by impulsive noise in • http://personales.upv.es/broig/images/LRODF/LRODFreportbaseimages.pdf and the filtered images in • http://personales.upv.es/broig/images/LRODF/LRODFreportfilteredimages.pdf 2 Ratio in which a filter is in the top positions In Tables 1-4 we show the percentage of times a filter is in the top positions for each quality measure and each density of impulsive noise. Fixing a density of impulsive noise (p = 0.1, 0.2, 0.4, 0.6, 0.8), and a quality mesure (NCD, PSNR, CSSIM) we define N1 as the number of times a filter has the best quality measure value and Nk , k > 0, as the number of Nk times a filter is in the k top positions. Tables 1-4 show the percentages 100 k·50 , k = 1, . . . , 4 respectively. It can be seen that most times LRODF is in the first position (Table 1) and that it also has the best performance when we take into account the top two (Table 2), three (Table 3) or four (Table 4) best values for the three quality measures. ∗ Corresponding author: [email protected] 1 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 0.1 0.00 0.00 0.00 2.00 0.00 4.00 50.00 6.00 18.00 18.00 2.00 0.00 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 0.1 0.00 0.00 0.00 0.00 0.00 4.00 54.00 0.00 20.00 22.00 0.00 0.00 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 0.1 0.00 0.00 0.00 4.00 0.00 4.00 34.00 4.00 14.00 34.00 6.00 0.00 NCD 0.2 0.00 0.00 0.00 0.00 0.00 0.00 34.00 4.00 12.00 46.00 2.00 2.00 PSNR 0.2 0.00 0.00 0.00 0.00 0.00 2.00 18.00 0.00 4.00 74.00 0.00 2.00 CSSIM 0.2 0.00 0.00 0.00 0.00 0.00 4.00 18.00 6.00 2.00 62.00 8.00 0.00 0.4 2.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 2.00 88.00 4.00 4.00 0.6 4.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 92.00 2.00 2.00 0.8 40.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 52.00 0.00 8.00 0.4 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 2.00 86.00 0.00 12.00 0.6 18.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 72.00 2.00 8.00 0.8 48.00 0.00 0.00 0.00 0.00 0.00 0.00 2.00 0.00 18.00 0.00 32.00 0.4 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 90.00 8.00 2.00 0.6 8.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 88.00 2.00 2.00 0.8 30.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 66.00 0.00 4.00 Table 1: Percentage of cases in which a filter is first. 2 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 0.1 0.00 0.00 0.00 1.00 0.00 6.00 38.00 11.00 23.00 20.00 1.00 0.00 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 0.1 1.00 0.00 0.00 0.00 0.00 7.00 36.00 7.00 23.00 25.00 0.00 1.00 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 0.1 0.00 0.00 0.00 5.00 0.00 4.00 34.00 12.00 11.00 28.00 3.00 3.00 NCD 0.2 0.00 0.00 0.00 0.00 0.00 5.00 36.00 6.00 9.00 38.00 2.00 4.00 PSNR 0.2 1.00 0.00 0.00 0.00 0.00 5.00 34.00 2.00 4.00 45.00 1.00 8.00 CSSIM 0.2 3.00 0.00 0.00 0.00 0.00 6.00 32.00 5.00 6.00 38.00 7.00 3.00 0.4 2.00 0.00 0.00 0.00 0.00 4.00 24.00 1.00 1.00 45.00 6.00 17.00 0.6 37.00 0.00 0.00 0.00 0.00 8.00 2.00 0.00 0.00 48.00 2.00 3.00 0.8 46.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 46.00 4.00 4.00 0.4 17.00 0.00 0.00 0.00 0.00 6.00 5.00 1.00 1.00 43.00 6.00 21.00 0.6 42.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 46.00 3.00 9.00 0.8 37.00 0.00 0.00 0.00 0.00 0.00 0.00 1.00 1.00 31.00 12.00 18.00 0.4 29.00 0.00 0.00 0.00 0.00 4.00 9.00 0.00 0.00 45.00 7.00 6.00 0.6 43.00 0.00 0.00 0.00 0.00 2.00 2.00 0.00 0.00 48.00 3.00 2.00 0.8 45.00 0.00 0.00 0.00 0.00 1.00 2.00 0.00 0.00 48.00 2.00 2.00 Table 2: Percentage of cases in which a filter is in the top two positions. 3 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 0.1 0.00 0.00 0.00 2.67 0.00 9.33 30.67 12.00 20.67 20.00 1.33 3.33 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 0.1 0.67 0.00 0.00 0.00 0.00 7.33 30.67 12.67 23.33 20.67 1.33 3.33 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 0.1 2.00 0.00 0.67 4.00 0.00 11.33 28.67 10.67 12.67 20.67 5.33 4.00 NCD 0.2 0.00 0.00 0.00 0.67 0.00 10.67 29.33 6.00 12.67 27.33 3.33 10.00 PSNR 0.2 0.67 0.00 0.00 0.00 0.00 12.00 27.33 2.67 10.00 30.67 5.33 11.33 CSSIM 0.2 9.33 0.00 0.00 0.00 0.00 9.33 28.00 6.00 6.67 28.67 5.33 6.67 0.4 6.00 0.67 0.00 0.00 0.00 8.67 19.33 1.33 0.67 31.33 12.00 20.00 0.6 26.67 0.67 0.00 0.00 0.00 14.00 20.67 0.00 0.00 32.67 2.00 3.33 0.8 30.67 0.00 0.00 0.00 0.00 17.33 12.00 0.67 0.00 32.67 2.67 4.00 0.4 14.67 0.67 0.00 0.00 0.00 13.33 4.67 0.67 0.67 32.00 13.33 20.00 0.6 29.33 0.67 0.00 0.00 0.00 8.67 2.00 0.00 0.67 31.33 4.67 22.67 0.8 28.67 0.00 0.00 0.00 0.00 2.67 1.33 0.67 1.33 24.67 12.00 28.67 0.4 21.33 0.00 0.00 0.00 0.00 8.67 20.67 1.33 0.00 32.67 7.33 8.00 0.6 29.33 0.67 0.00 0.00 0.00 6.00 24.67 0.00 0.00 32.67 2.00 4.67 0.8 30.67 0.67 0.00 0.00 0.00 18.00 15.33 0.00 0.00 32.67 1.33 1.33 Table 3: Percentage of cases in which a filter is in the top three positions. 4 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 0.1 0.00 0.00 0.00 2.50 0.00 8.50 23.50 15.50 21.00 20.50 3.00 5.50 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 0.1 0.50 0.00 0.00 0.50 0.00 6.00 24.50 15.50 21.00 23.50 1.00 7.50 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 0.1 3.00 0.00 0.50 4.00 0.00 11.00 22.00 10.50 16.50 20.00 5.00 7.50 NCD 0.2 0.00 0.00 0.00 0.50 0.00 9.00 23.00 9.50 16.00 22.50 8.00 11.50 PSNR 0.2 1.00 0.00 0.00 0.00 0.50 12.50 21.50 6.00 9.00 24.50 7.50 17.50 CSSIM 0.2 12.50 0.00 0.50 0.00 0.00 12.00 22.00 7.00 9.50 22.50 5.50 8.50 0.4 6.00 0.50 0.00 0.00 0.00 12.00 19.00 1.00 1.50 24.00 14.00 22.00 0.6 22.00 0.50 0.00 0.00 0.00 21.50 19.00 1.00 0.00 24.50 2.00 9.50 0.8 23.50 0.00 0.00 0.00 0.00 22.50 21.00 1.00 0.50 24.50 2.50 4.50 0.4 16.00 0.50 0.00 0.00 0.50 12.50 8.00 0.50 1.00 24.50 15.50 21.00 0.6 24.00 0.50 0.00 0.00 0.00 8.00 6.50 1.00 0.50 24.00 17.00 18.50 0.8 24.00 0.00 0.00 0.00 0.00 3.50 1.50 1.00 1.00 24.00 21.50 23.50 0.4 21.50 0.00 0.00 0.00 0.00 12.00 18.00 1.50 1.00 24.50 8.50 13.00 0.6 23.00 0.50 0.00 0.00 0.00 22.50 21.00 0.50 0.00 24.50 3.00 5.00 0.8 23.50 1.00 0.00 0.00 0.00 24.00 24.00 0.50 0.00 24.50 1.00 1.50 Table 4: Percentage of cases in which a filter is in the top four positions. 5 3 Quality mesure results of the fifty considered images In Tables 5-54 we show all the numerical values for the three quality measures considered (NCD, PSNR and CSSIM) and for the different densities of impulsive noise (p = 0.1, 0.2, 0.4, 0.6, 0.8). Table 5 corresponds to image 01 (Aerial21), Table 6 corresponds to image 02 (AtlasD), and so on. The last table, Table 54, corresponds to image 50 (Tulips). In each table we also show the name and the size of each image. 6 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 Aerial21 (512 × 512) NCD·102 0.1 0.2 0.4 2.5131 2.5882 2.8680 1.6637 3.0911 5.3752 0.6828 1.1795 2.6907 0.7097 1.1420 4.9122 0.5184 1.2237 4.4506 0.4911 0.8840 1.9595 0.3966 0.8216 2.1431 0.4099 0.8642 2.4268 0.4042 0.8508 2.3815 0.4150 0.8122 1.7513 0.4341 0.8557 1.9594 0.4285 0.8412 1.9127 PSNR 0.1 0.2 0.4 31.1287 30.8222 29.4624 27.7909 25.2668 23.3252 32.9898 31.0489 26.6854 34.5540 31.4079 22.9348 34.8045 30.4378 23.4406 34.9823 33.0348 29.0626 37.3326 33.7149 28.1469 36.9777 33.1940 27.1279 37.0479 33.2564 27.1614 36.7868 34.0382 30.2737 36.4331 33.4891 29.1310 36.4976 33.5472 29.1944 CSSIM 0.1 0.2 0.4 0.9924 0.9901 0.9761 0.9007 0.8045 0.6415 0.9922 0.9784 0.9132 0.9969 0.9811 0.7991 0.9952 0.9722 0.7927 0.9962 0.9921 0.9637 0.9986 0.9933 0.9588 0.9981 0.9899 0.9216 0.9982 0.9901 0.9237 0.9983 0.9948 0.9791 0.9979 0.9919 0.9470 0.9980 0.9924 0.9493 0.6 4.0888 7.3979 7.6519 15.4731 13.1920 4.3613 4.8879 6.9425 6.8417 3.5904 4.3966 4.2720 0.8 9.8580 15.0733 22.5686 34.5318 34.4181 11.2848 13.0125 20.4771 20.3698 9.9431 13.9139 13.7273 0.6 25.5028 21.9894 20.6236 17.0999 17.9194 24.1133 23.0444 21.4472 21.4742 25.5701 24.9149 24.9956 0.8 19.7899 17.8202 15.1489 13.1657 13.0920 18.9369 17.9215 16.0961 16.1095 19.6862 18.8260 18.8886 0.6 0.9012 0.3979 0.6577 0.4292 0.4197 0.8492 0.8316 0.6906 0.6944 0.9068 0.7986 0.8031 0.8 0.6141 0.1446 0.2495 0.1656 0.1149 0.5361 0.4989 0.2406 0.2427 0.6171 0.3161 0.3194 Table 5: Quality measures for the image 01 (Aerial21). 7 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 AtlasD (140 × 141) NCD·102 0.1 0.2 0.4 15.5478 16.2004 17.6721 6.1887 10.3795 18.5176 8.2431 10.6714 15.9637 6.7787 8.7156 14.9377 11.6198 13.4471 19.1852 12.5017 13.6849 16.4056 2.4942 5.7921 13.2672 2.3487 5.7444 13.2023 2.3443 5.7255 13.1175 5.1101 7.6837 13.8451 5.1323 7.7626 14.0124 5.1216 7.7321 13.9084 PSNR 0.1 0.2 0.4 17.6439 17.3854 16.8490 20.5929 18.0484 15.2650 19.0173 18.0784 16.5298 20.4335 19.4349 17.0795 17.6309 17.0122 15.3701 18.0003 17.6625 17.0024 24.9876 21.5529 17.8418 25.1840 21.7376 18.0100 25.1881 21.7494 18.0296 21.7084 20.1905 17.7904 21.9535 20.2605 17.6451 21.9596 20.2774 17.6744 CSSIM 0.1 0.2 0.4 0.6125 0.5821 0.5012 0.7145 0.5777 0.3549 0.6812 0.6194 0.4611 0.7043 0.6274 0.4167 0.5125 0.4615 0.3343 0.6394 0.6103 0.5028 0.8597 0.7118 0.5178 0.8697 0.7099 0.4247 0.8701 0.7113 0.4309 0.7605 0.6771 0.5229 0.7455 0.6562 0.4191 0.7463 0.6586 0.4263 0.6 21.2069 27.5436 24.0248 25.3667 28.8906 21.0540 20.6477 22.3235 22.1508 20.4877 21.9181 21.7609 0.8 29.4956 42.1138 37.6515 39.2598 44.1234 29.9702 29.2926 29.9975 29.8735 28.9703 28.3740 28.1992 0.6 15.7537 12.9665 14.5885 14.3911 13.4568 15.7908 15.7974 16.1082 16.1448 15.8929 16.3958 16.4344 0.8 14.0293 10.7227 12.1889 12.0282 11.2864 13.9744 14.0036 14.6910 14.7203 14.0905 15.2063 15.2377 0.6 0.3878 0.2123 0.2910 0.2395 0.2017 0.3773 0.4053 0.2611 0.2633 0.4085 0.2651 0.2684 0.8 0.2288 0.1334 0.1449 0.1442 0.1060 0.2254 0.2367 0.1607 0.1622 0.2465 0.1784 0.1799 Table 6: Quality measures for the image 02 (AtlasD). 8 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 Bigben (480 × 640) NCD·102 0.1 0.2 0.4 2.0334 2.1365 2.5578 3.8416 5.4438 7.5139 0.4733 0.9199 2.7117 0.4946 1.1361 6.1331 0.4886 1.1694 4.7572 0.5252 0.8899 2.0084 0.4121 0.8493 2.2404 0.4029 0.8574 2.4971 0.4077 0.8680 2.5094 0.4341 0.8182 1.7715 0.4249 0.8400 1.9012 0.4292 0.8518 1.9151 PSNR 0.1 0.2 0.4 32.0796 31.7810 29.9181 24.9987 24.3772 23.8995 35.7264 33.2565 27.3859 36.1551 32.1304 23.0025 34.4932 30.7489 23.8816 34.6887 33.4251 29.4123 37.3438 34.0875 28.3152 37.1742 33.3435 27.2384 37.2538 33.3951 27.2631 37.3764 34.4442 30.5659 37.2117 33.6756 28.8626 37.2889 33.7355 28.8937 CSSIM 0.1 0.2 0.4 0.9872 0.9842 0.9627 0.7981 0.7121 0.6060 0.9931 0.9826 0.9020 0.9939 0.9692 0.7362 0.9912 0.9600 0.7651 0.9943 0.9886 0.9484 0.9956 0.9881 0.9387 0.9944 0.9817 0.9118 0.9946 0.9821 0.9127 0.9952 0.9904 0.9669 0.9936 0.9839 0.9519 0.9939 0.9842 0.9526 0.6 4.3345 9.4992 9.4145 20.5478 16.7433 4.9075 5.8908 8.3625 8.3098 4.0517 5.7755 5.6468 0.8 14.6344 31.2473 31.1664 45.0833 46.4288 16.2658 18.7579 31.2496 31.0232 14.7817 19.6636 19.2647 0.6 25.4695 22.2206 20.5282 16.9552 17.7629 24.2784 22.9613 21.4109 21.4338 25.4439 24.5629 24.6717 0.8 18.7296 15.0306 14.6977 13.0396 12.6295 18.1643 17.2847 15.2863 15.3001 18.6280 18.7163 18.8277 0.6 0.8646 0.5639 0.6041 0.3199 0.3590 0.8101 0.7706 0.6711 0.6726 0.8703 0.7801 0.7828 0.8 0.4830 0.2853 0.1662 0.1048 0.0711 0.4229 0.3657 0.1695 0.1706 0.4822 0.2434 0.2453 Table 7: Quality measures for the image 03 (Bigben). 9 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 BoatsCol (445 × 518) NCD·102 0.1 0.2 0.4 2.4538 2.5598 2.9837 2.5093 4.5180 8.7148 1.0233 1.8163 4.0677 0.7397 1.6283 6.6283 0.7650 1.7205 5.7697 0.5876 1.1449 2.7547 0.5619 1.0312 2.3777 0.5987 1.1642 3.1564 0.5832 1.1322 3.0849 0.5870 1.0808 2.1027 0.6286 1.2035 2.7808 0.6130 1.1711 2.6980 PSNR 0.1 0.2 0.4 32.1939 31.7693 29.7120 26.9805 24.5994 21.9436 33.9407 31.7561 26.6878 35.6321 31.4499 22.8810 36.2033 31.3073 23.7708 37.4534 34.8648 29.4338 39.1175 35.2359 28.6620 38.4431 34.4836 27.7387 38.6930 34.6541 27.7968 38.5826 35.5753 30.7654 37.9013 34.7539 29.5647 38.1150 34.9383 29.6558 CSSIM 0.1 0.2 0.4 0.9978 0.9963 0.9798 0.8878 0.7897 0.5737 0.9769 0.9554 0.8644 0.9920 0.9606 0.7414 0.9878 0.9526 0.7545 0.9950 0.9856 0.9376 0.9988 0.9963 0.9618 0.9947 0.9866 0.9115 0.9950 0.9872 0.9138 0.9989 0.9985 0.9863 0.9943 0.9855 0.9358 0.9946 0.9869 0.9414 0.6 4.9953 12.4082 10.5312 19.1918 17.3644 6.2323 5.7708 9.1784 9.0132 4.6112 7.2436 7.0241 0.8 14.0810 27.4609 28.1768 39.7956 43.2752 16.5818 17.1193 28.4476 28.1434 14.0733 19.6217 19.2072 0.6 24.8119 20.2385 20.4836 16.9506 17.6110 23.7754 23.0125 21.4172 21.4482 24.8344 24.0459 24.1213 0.8 18.8336 15.2614 15.1603 13.2230 12.8343 18.1900 17.5166 15.4368 15.4492 18.7595 18.7406 18.8335 0.6 0.8713 0.4305 0.5893 0.3626 0.3735 0.7889 0.8035 0.6647 0.6698 0.8785 0.7332 0.7410 0.8 0.5177 0.2546 0.2009 0.1390 0.0883 0.4381 0.4167 0.1946 0.1965 0.5189 0.2660 0.2691 Table 8: Quality measures for the image 04 (BoatsCol). 10 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 Canon04 (403 × 508) NCD·102 0.1 0.2 0.4 3.7209 4.0511 5.1269 3.6119 6.7674 13.3545 2.1651 4.2491 9.2536 1.4677 3.6143 11.7813 2.1306 4.5927 11.9759 1.6388 3.2616 7.1859 1.2979 2.2277 4.6634 1.6555 3.0664 6.9891 1.6429 3.0498 6.9098 1.4103 2.2499 4.0509 1.8332 3.3477 6.7906 1.8167 3.3183 6.7101 PSNR 0.1 0.2 0.4 32.0001 31.3303 28.9082 29.4310 27.6058 24.7715 33.5812 31.1143 26.3005 34.5846 30.7445 23.0281 33.6918 29.4395 22.8122 35.2560 32.9762 28.1971 36.0916 32.8772 27.5005 35.4165 32.0978 26.1991 35.5041 32.1597 26.2352 35.7061 33.0764 29.2827 35.0126 32.2004 27.7861 35.0947 32.2697 27.8430 CSSIM 0.1 0.2 0.4 0.9763 0.9703 0.9334 0.9058 0.8145 0.6085 0.9702 0.9265 0.7774 0.9811 0.9308 0.6730 0.9718 0.9043 0.6436 0.9853 0.9589 0.8551 0.9872 0.9749 0.9057 0.9833 0.9521 0.8182 0.9840 0.9543 0.8236 0.9858 0.9770 0.9410 0.9799 0.9489 0.8291 0.9807 0.9517 0.8367 0.6 8.3974 21.6843 19.0949 27.2777 26.7327 13.6396 10.1747 16.1855 15.9036 7.8422 14.3650 14.0189 0.8 19.8076 37.8480 40.3333 50.7919 52.7993 27.0350 24.4930 39.0109 38.4053 19.7330 29.9474 29.2289 0.6 24.2763 21.2266 20.6419 17.4839 17.6705 22.9977 22.3012 20.6527 20.6708 24.2798 23.2927 23.3327 0.8 19.4217 16.4465 15.5747 13.6204 13.6200 18.4447 17.7141 16.1982 16.2071 19.3238 19.2721 19.3175 0.6 0.7931 0.4090 0.4857 0.3258 0.2987 0.6444 0.7042 0.5249 0.5333 0.7909 0.5676 0.5815 0.8 0.4462 0.2002 0.1734 0.1227 0.0902 0.3317 0.3451 0.1688 0.1727 0.4345 0.2269 0.2339 Table 9: Quality measures for the image 05 (Canon04). 11 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 CircleRGB (240 × 384) NCD·102 0.1 0.2 0.4 2.4746 5.8016 14.5804 3.3060 5.1706 8.9628 3.1707 7.7246 14.2279 3.0311 6.4695 15.9483 3.8342 5.5316 10.5078 2.1352 5.0723 13.0547 2.1185 4.9843 12.2131 2.5322 5.3407 9.4448 2.4160 5.1693 9.3433 2.1128 4.8821 11.2648 2.6855 4.9838 8.4536 2.5830 4.8018 8.3251 PSNR 0.1 0.2 0.4 25.4778 21.3327 16.9812 22.9457 20.6441 17.8005 22.8899 18.3522 15.2636 23.8231 20.4325 16.2718 22.4904 20.7158 17.6736 25.4992 21.4486 17.1722 23.5409 19.8836 16.3522 23.0801 19.9754 17.0166 23.0900 19.9804 17.0184 24.6301 20.7957 17.0058 23.4839 20.6320 17.8931 23.4873 20.6367 17.8973 CSSIM 0.1 0.2 0.4 0.9195 0.8035 0.5346 0.9948 0.9923 0.9841 0.9437 0.9283 0.8733 0.8463 0.7105 0.4612 0.9981 0.9854 0.9058 0.9273 0.8245 0.5744 0.9416 0.8603 0.6517 1.0000 0.9990 0.9852 1.0000 0.9990 0.9852 0.9371 0.8529 0.6596 1.0000 1.0000 0.9986 1.0000 1.0000 0.9986 0.6 25.7869 13.6007 20.6412 29.9704 18.5578 23.8369 21.3938 14.0296 14.0532 19.6238 12.2643 12.2333 0.8 37.7809 23.2985 31.2962 48.0554 32.1913 36.3035 33.7175 21.7645 21.7928 31.6809 19.7308 19.6422 0.6 14.2702 15.2504 13.5007 13.3644 15.1082 14.4598 14.0319 15.1365 15.1355 14.5989 15.6710 15.6707 0.8 12.4037 11.8698 11.8094 11.1637 12.7788 12.4792 12.2415 13.3335 13.3328 12.7262 13.1241 13.1234 0.6 0.3071 0.9736 0.7129 0.2777 0.7416 0.3395 0.4444 0.9364 0.9363 0.4617 0.9899 0.9901 0.8 0.1792 0.9220 0.4937 0.1676 0.5112 0.1955 0.2661 0.8177 0.8177 0.2736 0.9272 0.9283 Table 10: Quality measures for the image 06 (CircleRGB). 12 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 Expic01 (345 × 437) NCD·102 0.1 0.2 0.4 8.0171 8.3726 9.4467 3.4477 6.6214 13.3669 2.6566 4.9212 9.8036 2.4974 4.5894 12.3211 2.8115 5.2658 12.4338 2.7696 4.5800 8.7476 2.3100 4.4543 8.5033 2.3694 4.7422 10.1857 2.3558 4.7027 10.0642 2.4186 4.6142 8.3616 2.4919 4.9328 10.0121 2.4777 4.8907 9.8740 PSNR 0.1 0.2 0.4 26.6157 26.2091 25.0103 28.6831 26.1836 22.6751 29.5979 27.6278 24.0754 30.1408 27.8390 22.1183 28.6410 26.3558 21.4403 29.0164 27.7637 25.1538 32.1382 29.0665 24.6627 32.0716 28.7899 23.7725 32.1012 28.8195 23.7990 31.8656 29.0627 25.5308 31.7416 28.7724 24.6745 31.7682 28.8031 24.7077 CSSIM 0.1 0.2 0.4 0.9145 0.8971 0.8435 0.9009 0.7889 0.5218 0.9514 0.8925 0.7256 0.9628 0.8939 0.6073 0.9418 0.8631 0.5756 0.9502 0.9128 0.7845 0.9614 0.9114 0.8265 0.9566 0.8888 0.7039 0.9578 0.8932 0.7117 0.9573 0.9091 0.8504 0.9516 0.8804 0.7128 0.9530 0.8851 0.7207 0.6 12.6205 21.6292 19.6534 26.5092 25.9049 15.0504 13.4608 19.0361 18.7351 12.2212 17.0271 16.6730 0.8 23.0339 36.1371 39.9775 48.0502 49.2470 27.3204 25.4813 38.2265 37.8024 22.6151 30.4601 29.8765 0.6 22.4133 19.6685 19.4643 17.0296 17.0800 21.7335 21.4640 19.5391 19.5581 22.4617 21.3047 21.3368 0.8 18.5979 15.8787 14.8021 13.2989 13.2168 17.8612 17.7340 15.7329 15.7426 18.7912 18.3707 18.4067 0.6 0.6933 0.2913 0.4204 0.2780 0.2568 0.5707 0.6361 0.4324 0.4386 0.6970 0.4674 0.4780 0.8 0.3688 0.1339 0.1353 0.1020 0.0784 0.2783 0.3190 0.1362 0.1391 0.3791 0.1747 0.1798 Table 11: Quality measures for the image 07 (Expic01). 13 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 Expic02 (227 × 345) NCD·102 0.1 0.2 0.4 3.6167 3.7345 4.2859 4.1620 6.9124 12.0792 1.3901 2.2424 5.4143 1.2723 2.4247 9.6344 1.2613 2.4519 7.5744 0.9211 1.5578 3.4946 0.8108 1.4724 3.2722 0.9021 1.6964 3.9658 0.8998 1.6887 3.9374 0.8722 1.5068 2.8947 1.0160 1.7892 3.4969 1.0142 1.7812 3.4656 PSNR 0.1 0.2 0.4 27.3000 27.0462 26.0282 25.7765 24.0689 22.0679 29.6626 28.0678 24.6427 30.3624 28.2960 22.0137 29.3094 27.1258 22.3489 30.4243 29.2380 26.4879 33.1266 30.3126 26.0056 32.7806 29.4808 24.7596 32.8007 29.5128 24.7850 32.6222 30.1546 26.9364 32.2040 29.3675 25.3354 32.2196 29.3988 25.3623 CSSIM 0.1 0.2 0.4 0.9959 0.9926 0.9700 0.8284 0.7212 0.5332 0.9809 0.9670 0.8513 0.9888 0.9447 0.6683 0.9837 0.9487 0.7272 0.9961 0.9876 0.9368 0.9976 0.9940 0.9617 0.9950 0.9848 0.9288 0.9951 0.9851 0.9296 0.9983 0.9959 0.9760 0.9942 0.9851 0.9557 0.9943 0.9853 0.9563 0.6 6.8599 16.5962 14.0582 25.4660 21.1601 7.8138 7.2248 10.6023 10.4920 6.2403 8.7268 8.5332 0.8 19.2806 38.9025 38.0675 49.8909 51.2224 21.6012 21.3770 30.1122 29.7806 19.3967 23.0771 22.6033 0.6 22.9816 19.9464 19.3338 16.7349 17.0542 22.3941 22.1174 20.1969 20.2398 23.2009 22.0782 22.1592 0.8 18.1343 14.5015 14.4472 13.1801 12.6594 17.6448 17.3399 15.7635 15.8026 17.9902 18.2706 18.3500 0.6 0.8367 0.4952 0.5345 0.2956 0.3430 0.7622 0.8042 0.6830 0.6857 0.8543 0.7268 0.7331 0.8 0.4517 0.2641 0.1536 0.1092 0.0825 0.3825 0.3968 0.1784 0.1793 0.4499 0.2291 0.2308 Table 12: Quality measures for the image 08 (Expic02). 14 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 Goldhill (512 × 512) NCD·102 0.1 0.2 0.4 3.1043 3.2085 3.6315 3.4348 5.7704 9.8944 1.1850 1.9832 4.2880 0.7267 1.6907 7.8265 0.7183 1.7018 5.9696 0.4844 0.9936 2.5676 0.4552 0.9529 2.4682 0.4736 1.0113 2.8400 0.4578 0.9854 2.7832 0.4682 0.9232 2.0958 0.4965 0.9803 2.3402 0.4808 0.9534 2.2822 PSNR 0.1 0.2 0.4 31.1739 30.8612 29.2169 26.7435 25.3440 23.6394 33.9286 31.6627 26.5697 35.6001 31.4935 22.7547 36.0706 31.2877 23.6587 37.2409 34.5131 29.2302 38.5572 34.8202 28.6693 38.0264 34.3045 27.6369 38.2688 34.4683 27.6983 38.3578 35.2166 30.6467 37.7517 34.4577 29.8322 37.9736 34.6233 29.9466 CSSIM 0.1 0.2 0.4 0.9962 0.9953 0.9787 0.8504 0.7527 0.5838 0.9731 0.9522 0.8624 0.9955 0.9625 0.7080 0.9896 0.9539 0.7457 0.9988 0.9939 0.9532 0.9992 0.9966 0.9726 0.9984 0.9935 0.9407 0.9985 0.9937 0.9417 0.9994 0.9985 0.9874 0.9985 0.9952 0.9715 0.9986 0.9954 0.9725 0.6 5.5877 14.0169 11.6352 22.3601 18.2132 6.1757 5.9276 9.2733 9.1355 4.9880 7.1263 6.9228 0.8 16.2519 32.9319 32.1576 45.2198 46.7600 18.2574 18.0592 29.1308 28.8212 15.9180 21.0155 20.5783 0.6 25.0018 21.5928 20.5474 17.0437 17.5930 23.8923 23.5793 21.4637 21.5029 25.0026 24.4848 24.6022 0.8 18.7346 15.3632 15.0382 13.2105 12.6439 18.1048 17.7574 15.4076 15.4232 18.7330 18.5804 18.6624 0.6 0.8715 0.4874 0.5702 0.3308 0.3588 0.8025 0.8323 0.6904 0.6928 0.8796 0.7546 0.7595 0.8 0.4870 0.2235 0.1858 0.1318 0.0883 0.4186 0.4275 0.1820 0.1835 0.4966 0.2468 0.2491 Table 13: Quality measures for the image 09 (Goldhill). 15 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 House2 (364 × 456) NCD·102 0.1 0.2 0.4 2.7385 2.8943 3.4541 2.1203 3.7163 6.7714 0.7513 1.4885 3.7376 0.7267 1.6708 6.2785 0.7287 1.5944 4.9734 0.6725 1.2003 2.6875 0.5362 1.0996 2.7511 0.5676 1.1950 3.1879 0.5550 1.1727 3.1408 0.5556 1.1087 2.5117 0.6107 1.2421 2.8731 0.5981 1.2171 2.8222 PSNR 0.1 0.2 0.4 29.5457 29.1104 27.3102 26.9887 24.9703 22.5389 33.6936 30.6415 25.3734 33.8178 29.4850 22.0317 34.1814 29.8938 23.2024 34.4762 32.0730 27.6173 36.5724 33.0634 27.3508 36.2465 32.3947 26.3697 36.4251 32.5042 26.4101 36.5037 33.1832 28.6410 35.9364 32.5002 27.6677 36.0977 32.6078 27.7295 CSSIM 0.1 0.2 0.4 0.9865 0.9824 0.9576 0.8981 0.8068 0.6188 0.9901 0.9695 0.8715 0.9911 0.9537 0.7336 0.9873 0.9558 0.7806 0.9945 0.9867 0.9446 0.9954 0.9878 0.9544 0.9922 0.9751 0.8882 0.9926 0.9763 0.8913 0.9949 0.9883 0.9633 0.9909 0.9742 0.9123 0.9912 0.9757 0.9163 0.6 5.2814 10.5407 9.5288 16.8043 15.0331 5.6584 5.5699 8.5264 8.4315 5.0668 6.8427 6.7235 0.8 13.2652 24.1950 25.2549 34.0381 38.0525 14.5795 14.7385 22.2532 22.0379 13.3999 17.2197 16.9763 0.6 23.7625 19.8972 19.8658 16.7601 17.2718 23.0441 22.9024 20.7179 20.7446 23.8764 22.7850 22.8472 0.8 18.2780 14.6993 14.6913 13.1087 12.4840 17.7678 17.5508 15.7575 15.7966 18.2313 18.1553 18.2238 0.6 0.8542 0.4565 0.5972 0.3867 0.4006 0.8080 0.8267 0.6399 0.6432 0.8601 0.7002 0.7055 0.8 0.5088 0.2234 0.2148 0.1689 0.1048 0.4537 0.4566 0.1869 0.1881 0.5085 0.2514 0.2533 Table 14: Quality measures for the image 10 (House2). 16 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 Kodak1 (320 × 427) NCD·102 0.1 0.2 0.4 2.5362 2.7912 3.5549 3.1800 6.1760 12.0696 1.4329 2.5764 5.4486 0.7464 2.0803 8.4724 1.0591 2.4134 7.4988 0.7222 1.5029 3.6022 0.7190 1.4223 3.2191 0.8158 1.7305 4.5577 0.7997 1.6996 4.4835 0.7581 1.4379 2.8433 0.8679 1.7923 4.2485 0.8496 1.7549 4.1654 PSNR 0.1 0.2 0.4 34.0452 33.2414 30.7197 28.5027 26.1837 23.6718 34.4016 31.8218 27.1766 37.6115 31.5690 23.1008 36.0911 31.0703 23.5486 38.4473 35.2095 29.7922 38.8625 35.3113 28.5986 38.4179 34.3575 27.2807 38.5670 34.4466 27.3211 38.8860 35.7648 30.9065 38.3971 34.7613 29.5328 38.5433 34.8635 29.5994 CSSIM 0.1 0.2 0.4 0.9729 0.9654 0.9338 0.8815 0.7575 0.5161 0.9670 0.9254 0.7975 0.9900 0.9459 0.6853 0.9790 0.9167 0.6510 0.9907 0.9706 0.8885 0.9898 0.9748 0.9188 0.9853 0.9540 0.8276 0.9861 0.9571 0.8323 0.9888 0.9754 0.9433 0.9842 0.9523 0.8435 0.9856 0.9564 0.8468 0.6 5.8967 18.1356 13.2003 22.7270 20.0779 7.8344 7.1135 11.7944 11.6164 5.5294 9.3952 9.1826 0.8 15.0859 31.1119 31.5679 43.9732 45.2793 18.3768 19.4631 33.1683 32.8957 15.5489 24.6929 24.3286 0.6 25.4963 21.3024 20.8015 17.2758 17.7358 23.8957 22.8753 21.2655 21.2884 25.3630 24.5296 24.5904 0.8 19.7351 16.7577 15.5257 13.4979 13.1057 18.7762 17.7272 15.9653 15.9778 19.4398 19.0413 19.0902 0.6 0.8203 0.3030 0.4970 0.3086 0.2857 0.6990 0.7470 0.5520 0.5542 0.8313 0.6009 0.6048 0.8 0.4828 0.1295 0.1647 0.1164 0.0762 0.3672 0.3649 0.1476 0.1487 0.4760 0.1925 0.1946 Table 15: Quality measures for the image 11 (Kodak1). 17 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 Kodak11D (487 × 780) NCD·102 0.1 0.2 0.4 2.6818 2.8230 3.3932 3.5995 6.0228 10.4282 1.2113 2.3490 5.0628 0.9527 2.1621 8.8079 1.1339 2.5614 7.7652 0.7712 1.5632 3.7221 0.7195 1.3629 2.9294 0.8165 1.6256 4.2228 0.8024 1.5955 4.1591 0.7760 1.4058 2.6529 0.8899 1.7181 3.9250 0.8747 1.6876 3.8493 PSNR 0.1 0.2 0.4 31.7137 31.2590 29.1607 26.9936 25.6121 23.8582 34.7941 31.9596 26.8012 35.0928 31.0210 22.7767 35.1825 30.4907 23.5040 36.9770 34.0681 28.9468 38.1372 34.5376 28.3774 37.4043 33.7827 27.2605 37.5831 33.9108 27.3028 37.7253 34.6775 30.0575 36.9558 33.8084 28.8035 37.1099 33.9392 28.8725 CSSIM 0.1 0.2 0.4 0.9955 0.9936 0.9729 0.8548 0.7557 0.5830 0.9815 0.9532 0.8591 0.9916 0.9534 0.6990 0.9825 0.9332 0.7071 0.9943 0.9815 0.9225 0.9963 0.9919 0.9513 0.9922 0.9751 0.8847 0.9926 0.9764 0.8884 0.9967 0.9956 0.9772 0.9904 0.9739 0.9086 0.9909 0.9756 0.9134 0.6 5.7060 15.4654 13.4423 23.8589 21.1021 8.0248 6.9326 11.5587 11.3914 5.3011 9.4365 9.1893 0.8 17.2072 35.7316 36.1194 48.0133 50.1032 20.9325 20.7813 34.1130 33.7030 17.1885 24.4558 23.9617 0.6 24.7855 21.3353 20.3730 17.0727 17.6334 23.6265 22.9408 21.0427 21.0668 24.8470 23.9753 24.0493 0.8 18.8789 15.4708 14.9023 13.2622 12.9142 18.1953 17.4910 15.5255 15.5392 18.7452 18.8540 18.9304 0.6 0.8620 0.4717 0.5455 0.3165 0.3267 0.7563 0.7882 0.6231 0.6280 0.8675 0.6882 0.6968 0.8 0.4739 0.2082 0.1556 0.1096 0.0728 0.3808 0.3794 0.1588 0.1608 0.4688 0.2178 0.2214 Table 16: Quality measures for the image 12 (Kodak11D). 18 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 Kodak1aD (500 × 340) NCD·102 0.1 0.2 0.4 1.6479 1.7354 2.1366 3.1375 4.5748 7.8353 0.8186 1.6493 3.9370 0.4835 1.3624 6.6617 0.8239 2.0064 6.4182 0.3432 0.8242 2.3130 0.2517 0.5657 1.6149 0.2964 0.6821 2.3104 0.2886 0.6713 2.2945 0.2375 0.5013 1.2282 0.3078 0.6642 1.7105 0.3004 0.6595 1.6991 PSNR 0.1 0.2 0.4 34.3200 33.8492 31.1232 25.8514 25.4414 23.8809 37.9370 34.2796 27.4433 37.8807 32.4810 23.0461 37.4081 31.6063 23.9524 41.3160 37.1144 30.4023 41.2989 37.3721 29.9652 40.3565 36.1872 28.6071 40.6655 36.3438 28.6567 41.3865 38.0140 32.4927 40.2970 36.5447 31.1820 40.5979 36.7425 31.2831 CSSIM 0.1 0.2 0.4 0.9988 0.9976 0.9825 0.8507 0.7733 0.5869 0.9843 0.9568 0.8452 0.9963 0.9638 0.7219 0.9812 0.9252 0.6904 0.9964 0.9825 0.9221 0.9997 0.9997 0.9732 0.9989 0.9938 0.9484 0.9988 0.9937 0.9480 1.0000 1.0000 0.9951 0.9993 0.9975 0.9795 0.9991 0.9967 0.9784 0.6 3.9263 11.8105 10.5136 19.7449 17.8564 5.5964 4.7833 8.3370 8.2468 3.4888 6.1929 6.0525 0.8 14.0052 30.2962 31.5727 42.3389 44.1096 17.0059 16.7219 30.6633 30.4263 13.5716 21.0074 20.6139 0.6 25.7302 21.7471 20.5317 17.0859 17.9250 24.2194 23.4350 21.6449 21.6754 25.7238 25.0373 25.1488 0.8 19.0588 15.5659 14.7373 13.1589 13.1187 18.3119 17.7436 15.5951 15.6129 19.1099 19.1575 19.2497 0.6 0.8875 0.4368 0.5563 0.3317 0.3288 0.7691 0.8221 0.6875 0.6892 0.9013 0.7469 0.7487 0.8 0.4999 0.2349 0.1553 0.1183 0.0755 0.3959 0.4178 0.1736 0.1750 0.5178 0.2175 0.2213 Table 17: Quality measures for the image 13 (Kodak1aD). 19 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 Kodak2 (320 × 427) NCD·102 0.1 0.2 0.4 8.7271 9.3073 11.0252 4.5443 8.9979 18.9460 3.5435 6.1790 12.3445 2.8803 5.7577 15.7797 4.4883 7.5526 16.2563 4.6876 6.5314 11.0612 2.5567 5.2820 10.6135 2.5397 5.6439 13.7833 2.5068 5.5498 13.4630 2.7863 5.5140 10.3852 2.9114 6.0541 14.2569 2.8794 5.9589 13.9348 PSNR 0.1 0.2 0.4 23.6642 23.1390 21.8770 26.2048 22.9043 18.8565 26.8122 24.6634 21.4762 27.3621 24.8325 20.0353 24.2422 22.2696 18.8924 24.7676 23.7992 21.9332 29.7888 26.3829 22.3587 29.7574 26.2810 21.7562 29.7908 26.3090 21.7793 29.1595 26.0814 22.5636 29.1045 25.8408 21.8091 29.1330 25.8678 21.8329 CSSIM 0.1 0.2 0.4 0.8334 0.8013 0.7303 0.8603 0.7178 0.4430 0.9025 0.8192 0.6115 0.9288 0.8291 0.5276 0.8603 0.7439 0.4517 0.8703 0.8169 0.6659 0.9466 0.8623 0.7217 0.9484 0.8416 0.5506 0.9515 0.8511 0.5696 0.9348 0.8496 0.7417 0.9344 0.8233 0.5425 0.9375 0.8325 0.5600 0.6 14.9539 32.9030 23.3305 32.1194 31.7690 17.7818 16.5224 23.0204 22.7435 14.8617 20.6010 20.3599 0.8 26.4425 51.5383 44.7777 55.1483 55.9576 31.3209 29.5162 38.0254 37.6668 26.2635 32.3940 31.9289 0.6 19.8541 15.3796 17.9725 16.0324 15.4682 19.5165 19.0908 17.8658 17.8777 19.7045 18.8014 18.8169 0.8 16.9376 12.7330 14.2617 12.8825 12.5057 16.4984 16.1611 15.1738 15.1873 16.8584 17.1253 17.1495 0.6 0.5991 0.2417 0.3513 0.2484 0.1946 0.4723 0.5283 0.3086 0.3111 0.5988 0.3674 0.3694 0.8 0.3476 0.1058 0.1333 0.1013 0.0726 0.2369 0.2675 0.1172 0.1192 0.3487 0.1436 0.1467 Table 18: Quality measures for the image 14 (Kodak2). 20 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 Kodak21D (810 × 306) NCD·102 0.1 0.2 0.4 0.7979 0.8414 1.0637 1.6633 2.7996 5.4466 0.2725 0.5842 1.7719 0.2167 0.5810 3.6329 0.2829 0.7837 3.4793 0.1569 0.3591 1.0666 0.1097 0.2533 0.9382 0.1484 0.3316 1.2313 0.1452 0.3268 1.2198 0.1097 0.2242 0.5927 0.1605 0.3171 0.7686 0.1567 0.3135 0.7567 PSNR 0.1 0.2 0.4 40.7464 39.8007 34.5646 26.9331 25.4310 22.9549 40.6150 36.4942 28.7616 43.1258 34.8177 23.8534 39.6021 32.8246 24.3140 46.1983 40.7288 32.0348 47.8751 41.0089 30.5272 45.7686 39.6711 29.8944 46.1660 39.8286 29.9211 47.8377 44.3577 35.5425 45.3726 41.6832 35.8120 45.7219 41.9347 35.9472 CSSIM 0.1 0.2 0.4 0.9999 0.9996 0.9911 0.9215 0.8554 0.6816 0.9971 0.9896 0.9352 0.9988 0.9865 0.8335 0.9954 0.9745 0.8182 0.9994 0.9962 0.9730 1.0000 0.9984 0.9707 1.0000 0.9979 0.9623 0.9999 0.9978 0.9625 1.0000 1.0000 0.9941 0.9999 0.9999 0.9947 0.9999 0.9999 0.9949 0.6 2.1785 8.3241 5.8588 12.6321 11.6078 3.0571 3.4503 5.3147 5.2582 1.9582 3.2893 3.1777 0.8 8.5868 19.0280 19.6927 29.6111 32.4383 10.4598 12.5215 21.1776 21.0871 8.7362 12.6370 12.4078 0.6 27.1737 21.3043 21.6109 17.5238 18.2534 25.1194 23.3323 22.0801 22.1015 27.1313 26.9811 27.1084 0.8 19.6385 16.4676 15.4982 13.3758 13.1321 18.6853 17.4957 15.8127 15.8242 19.5071 19.5588 19.6676 0.6 0.9278 0.5032 0.7177 0.4934 0.4753 0.8735 0.8414 0.7701 0.7715 0.9335 0.8699 0.8737 0.8 0.6393 0.3498 0.3100 0.2191 0.1495 0.5613 0.4953 0.2857 0.2875 0.6390 0.4143 0.4186 Table 19: Quality measures for the image 15 (Kodak21D). 21 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 Kodak23D (643 × 850) NCD·102 0.1 0.2 0.4 1.2736 1.3798 1.7677 2.5700 4.4732 8.5780 1.1300 1.8493 3.6094 0.3576 1.0956 6.0281 0.7108 1.6788 5.8210 0.2759 0.6244 1.8987 0.2028 0.4366 1.3773 0.2257 0.5004 1.7391 0.2292 0.5102 1.7503 0.1893 0.3818 0.9443 0.2223 0.4463 1.1249 0.2256 0.4561 1.1405 PSNR 0.1 0.2 0.4 42.6125 41.2002 34.9270 27.8612 26.2965 24.1595 34.8966 32.9878 28.1066 43.0975 34.4647 23.6569 38.2911 32.1666 23.8709 46.5209 40.6373 31.4956 48.3966 41.1507 30.7432 47.5263 40.1268 29.7954 47.4463 40.0810 29.7926 49.5047 45.1916 36.0029 47.9757 43.7061 36.3889 47.8844 43.6177 36.4134 CSSIM 0.1 0.2 0.4 0.9986 0.9973 0.9823 0.8714 0.7410 0.4583 0.9681 0.9364 0.8404 0.9969 0.9709 0.7244 0.9809 0.9289 0.6860 0.9974 0.9889 0.9332 1.0000 0.9986 0.9654 0.9995 0.9965 0.9473 0.9995 0.9963 0.9470 1.0000 1.0000 0.9945 0.9999 0.9999 0.9853 0.9998 0.9996 0.9845 0.6 3.2784 13.1566 9.3960 17.7374 16.2051 4.8800 4.4507 7.3321 7.2722 2.7829 4.8719 4.7495 0.8 11.5147 25.0299 26.3053 37.6705 40.0424 14.6238 15.4405 29.4704 29.2442 11.4455 21.1386 20.8542 0.6 27.3741 22.5403 21.3818 17.4725 18.0651 24.8171 23.5994 21.8148 21.8333 27.3630 27.0037 27.1108 0.8 20.0435 17.7430 15.4662 13.3330 13.0486 18.8578 17.7789 15.9072 15.9221 19.8847 19.0131 19.0700 0.6 0.8978 0.2929 0.5575 0.3271 0.3244 0.7805 0.8131 0.6991 0.7008 0.9145 0.7735 0.7775 0.8 0.5411 0.1667 0.1775 0.1128 0.0730 0.4149 0.4146 0.1567 0.1582 0.5487 0.2120 0.2151 Table 20: Quality measures for the image 16 (Kodak23D). 22 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 Kodak24D (683 × 807) NCD·102 0.1 0.2 0.4 0.7312 0.8042 1.1341 3.8807 6.8459 11.5501 0.2653 0.5897 1.9652 0.1789 0.7439 6.1620 0.2143 0.7542 4.2662 0.1187 0.2958 1.1399 0.1131 0.2804 1.1456 0.1187 0.2953 1.3791 0.1171 0.2940 1.3792 0.1112 0.2362 0.6560 0.1173 0.2425 0.6363 0.1157 0.2418 0.6341 PSNR 0.1 0.2 0.4 44.8400 43.2897 35.7017 26.1532 24.4846 23.0567 43.9192 38.4559 29.5542 46.1994 35.3301 23.6922 42.0926 33.7655 24.7343 51.1362 43.2992 32.6543 51.2839 42.0235 31.0217 50.7469 41.6973 30.5194 51.1850 41.7836 30.5273 52.1951 47.6526 36.6375 51.5707 47.6259 39.0116 52.1194 47.9482 39.1616 CSSIM 0.1 0.2 0.4 1.0000 0.9997 0.9874 0.8166 0.6783 0.4883 0.9940 0.9837 0.9203 0.9988 0.9771 0.7409 0.9950 0.9670 0.7730 0.9997 0.9968 0.9629 1.0000 0.9978 0.9624 1.0000 0.9974 0.9555 1.0000 0.9974 0.9556 1.0000 1.0000 0.9920 1.0000 1.0000 0.9979 1.0000 1.0000 0.9978 0.6 2.9618 14.9256 9.3859 22.1994 17.3506 4.2044 4.7457 7.4336 7.3834 2.7206 4.7729 4.6477 0.8 14.4069 35.9487 32.7997 47.9773 49.9093 16.8592 18.9162 33.7876 33.5562 14.4906 21.2110 20.7271 0.6 27.1932 22.4428 21.0758 17.1816 17.9219 25.1733 23.6193 22.1232 22.1477 27.1001 26.9541 27.1070 0.8 19.2183 15.6936 14.9476 13.1924 12.5773 18.4997 17.4918 15.4686 15.4811 19.0972 18.7336 18.8394 0.6 0.8934 0.4569 0.6010 0.3093 0.3495 0.8166 0.7932 0.7204 0.7213 0.8997 0.8246 0.8273 0.8 0.4975 0.2490 0.1564 0.0979 0.0609 0.4182 0.3735 0.1658 0.1664 0.4977 0.2399 0.2413 Table 21: Quality measures for the image 17 (Kodak24D). 23 VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 1.8246 2.2116 0.7797 0.5309 0.6323 0.5114 0.4944 0.5301 0.5264 0.5162 0.5530 0.5496 VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 33.6617 27.1962 34.5084 36.9438 35.9634 37.6234 38.5098 37.8743 37.9513 38.3080 37.5139 37.5796 VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 0.9825 0.8958 0.9837 0.9911 0.9878 0.9931 0.9938 0.9918 0.9922 0.9929 0.9911 0.9916 Expic03 NCD·102 1.9689 3.7783 1.4390 1.2596 1.4329 0.9895 0.9664 1.0874 1.0778 0.9794 1.1031 1.0907 PSNR 32.9402 25.3088 32.0844 32.0943 31.1781 34.7942 34.5760 33.5335 33.5839 35.1167 33.9896 34.0348 CSSIM 0.9768 0.8182 0.9628 0.9660 0.9536 0.9818 0.9817 0.9732 0.9746 0.9825 0.9749 0.9765 2.4678 6.6117 3.1952 5.2156 4.8341 2.2907 2.2521 2.8314 2.7986 1.9666 2.4779 2.4360 4.1652 9.6213 8.4964 15.9154 14.5992 5.1523 5.4286 8.2189 8.1233 4.0829 5.9017 5.7546 11.5005 21.7105 23.3168 33.9743 36.5164 13.5958 14.8152 25.1333 24.9671 11.7239 16.6887 16.3709 30.2724 23.2658 27.1654 23.2737 23.8382 29.5981 28.7269 27.4480 27.4693 30.7630 29.4371 29.4721 25.2261 21.3801 20.7777 17.1623 17.7809 23.8268 22.6870 21.0944 21.1145 25.1621 24.3545 24.4218 19.2235 16.2152 15.3880 13.2973 13.0515 18.3704 17.5367 15.6295 15.6414 19.0874 18.8712 18.9484 0.9535 0.6634 0.8809 0.7811 0.7683 0.9317 0.9376 0.8916 0.8943 0.9549 0.9122 0.9169 0.8581 0.5529 0.6314 0.4235 0.4098 0.7922 0.7804 0.6651 0.6684 0.8572 0.7492 0.7558 0.5549 0.3153 0.2613 0.1863 0.1270 0.4748 0.4408 0.2313 0.2333 0.5482 0.3217 0.3249 Table 22: Quality measures for the image 18 (Expic03). 24 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 Kodak3 (320 × 427) NCD·102 0.1 0.2 0.4 7.0326 7.2988 8.1911 2.7570 4.8295 9.1720 2.0391 3.5717 7.1748 2.1154 3.5515 9.9579 1.8429 3.3391 8.1638 2.3584 3.5136 6.1825 1.2420 2.5353 5.6434 1.2060 2.5013 5.8616 1.1976 2.4890 5.8235 1.3004 2.5874 5.5258 1.2728 2.5747 5.7488 1.2642 2.5613 5.7050 PSNR 0.1 0.2 0.4 23.4705 23.2062 22.3670 26.5531 24.3190 21.2185 27.1107 25.0575 21.9715 27.0798 25.2627 20.2493 27.0170 24.7593 20.4982 26.5217 25.2425 23.0249 31.2723 27.9934 23.7246 31.0855 27.7134 23.2250 31.1404 27.7634 23.2564 31.1134 27.9613 24.1521 30.9280 27.7021 23.6824 30.9789 27.7523 23.7175 CSSIM 0.1 0.2 0.4 0.8902 0.8756 0.8108 0.8704 0.7677 0.5257 0.9466 0.8896 0.7166 0.9665 0.8912 0.5704 0.9595 0.8995 0.6526 0.9511 0.9220 0.8235 0.9776 0.9396 0.8221 0.9780 0.9308 0.7682 0.9780 0.9309 0.7700 0.9750 0.9373 0.8290 0.9738 0.9259 0.7704 0.9739 0.9267 0.7726 0.6 10.9348 15.9828 14.9414 22.3272 20.2764 10.5867 10.7991 13.0649 12.9732 10.1805 11.6734 11.5709 0.8 20.3876 33.1710 32.0110 40.2239 42.9518 21.0261 20.6771 24.6246 24.4384 20.3163 23.0154 22.8090 0.6 20.3498 17.5907 18.0062 15.8503 15.7543 20.2488 20.2288 18.8319 18.8544 20.6486 19.8290 19.8599 0.8 16.7363 13.1294 13.8724 12.6341 11.8462 16.5255 16.5846 16.5106 16.5504 16.7395 17.1607 17.2095 0.6 0.6472 0.3041 0.4001 0.2533 0.2916 0.6209 0.6447 0.4668 0.4687 0.6525 0.4983 0.5005 0.8 0.3103 0.1222 0.1304 0.1099 0.0838 0.2880 0.3038 0.1417 0.1423 0.3143 0.1731 0.1741 Table 23: Quality measures for the image 19 (Kodak3). 25 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 Kodak4 (320 × 427) NCD·102 0.1 0.2 0.4 3.3108 3.4758 3.9613 2.6491 4.9947 9.1067 0.9993 1.7696 4.0525 0.9982 1.7991 6.6508 1.0488 2.1206 6.1021 1.3147 1.9056 3.4540 0.6558 1.4326 3.5383 0.7123 1.6127 4.2450 0.7053 1.5881 4.1668 0.7415 1.4799 3.1590 0.8237 1.6718 3.8498 0.8133 1.6428 3.7744 PSNR 0.1 0.2 0.4 26.5730 26.2988 25.3280 27.3700 25.0487 22.7233 30.2504 28.3173 24.6729 30.3911 28.3290 22.1280 30.6562 27.4532 22.1626 29.0746 27.9303 25.4900 34.0739 30.1598 25.4306 34.0922 29.9947 24.8089 34.1157 30.0239 24.8406 33.7487 30.3597 26.4548 33.6648 30.1095 25.7979 33.6858 30.1411 25.8415 CSSIM 0.1 0.2 0.4 0.9450 0.9353 0.9017 0.8659 0.7356 0.5079 0.9750 0.9469 0.8358 0.9779 0.9407 0.7080 0.9682 0.9170 0.7019 0.9664 0.9500 0.8866 0.9876 0.9624 0.8835 0.9838 0.9461 0.8127 0.9841 0.9473 0.8175 0.9825 0.9600 0.9055 0.9771 0.9424 0.8357 0.9776 0.9437 0.8407 0.6 5.4940 13.4257 9.7520 17.9943 15.4592 6.2319 6.6288 9.8838 9.7683 5.3777 7.4781 7.3463 0.8 12.2963 23.0990 26.2508 37.1045 36.9653 14.3232 15.3915 26.4338 26.2740 12.3381 19.2883 19.0880 0.6 23.0752 20.5765 19.9292 16.9285 17.3421 22.3680 21.6833 20.2750 20.3000 23.1100 22.0677 22.1102 0.8 18.8831 16.3267 14.8595 13.1651 12.8395 18.1912 17.4709 15.6159 15.6280 18.7813 17.7800 17.8229 0.6 0.8042 0.3097 0.5710 0.3532 0.3623 0.7460 0.7429 0.5597 0.5642 0.8128 0.6494 0.6566 0.8 0.5149 0.1692 0.2087 0.1401 0.1038 0.4343 0.4178 0.1793 0.1821 0.5174 0.2355 0.2392 Table 24: Quality measures for the image 20 (Kodak4). 26 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 Kodak4a (366 × 429) NCD·102 0.1 0.2 0.4 2.3353 2.4850 3.0743 3.3653 5.8475 10.5235 1.1105 1.9059 4.3585 0.7434 1.7149 8.0028 0.7424 1.7032 6.1717 0.4899 0.9906 2.5847 0.4907 0.9873 2.3856 0.5277 1.0948 2.8992 0.5175 1.0773 2.8694 0.5103 0.9707 2.1348 0.5470 1.0826 2.5251 0.5362 1.0664 2.4928 PSNR 0.1 0.2 0.4 30.6235 30.2540 28.4355 26.6157 24.9955 22.9376 33.2646 30.9707 26.0431 33.8365 30.4129 22.3907 34.2882 30.3775 23.3199 35.8688 33.4614 28.5605 37.2703 33.7670 28.5094 36.5295 32.9039 27.5467 36.7255 33.0433 27.6019 37.1476 34.1129 29.8453 36.3992 33.1869 28.7790 36.5858 33.3307 28.8569 CSSIM 0.1 0.2 0.4 0.9955 0.9931 0.9705 0.8548 0.7498 0.5634 0.9718 0.9516 0.8556 0.9925 0.9568 0.6991 0.9874 0.9534 0.7449 0.9970 0.9912 0.9437 0.9974 0.9939 0.9653 0.9962 0.9869 0.9367 0.9962 0.9872 0.9376 0.9974 0.9950 0.9782 0.9955 0.9885 0.9562 0.9956 0.9886 0.9574 0.6 5.2250 15.1116 11.7760 22.7665 18.6926 6.0494 5.9157 9.3741 9.2836 4.9721 7.4001 7.2542 0.8 16.3541 34.9756 33.0482 46.5759 48.5204 18.4639 19.0329 29.7813 29.4982 16.4994 21.8925 21.5142 0.6 24.5067 20.6330 20.3344 16.8909 17.5118 23.6692 23.2556 21.2555 21.2865 24.6538 23.8045 23.8809 0.8 18.5354 14.8588 14.9491 13.1377 12.6485 17.9888 17.5750 15.6744 15.7099 18.4451 18.5056 18.5839 0.6 0.8661 0.4433 0.5653 0.3216 0.3616 0.8020 0.8176 0.6896 0.6925 0.8715 0.7500 0.7549 0.8 0.4782 0.2131 0.1705 0.1187 0.0795 0.4116 0.4077 0.1884 0.1893 0.4788 0.2441 0.2466 Table 25: Quality measures for the image 21 (Kodak4a). 27 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 Kodak5 (320 × 427) NCD·102 0.1 0.2 0.4 4.1927 4.3751 5.0525 2.9379 5.5058 10.3994 1.4578 2.7598 5.7367 1.4033 2.7947 9.3190 1.1879 2.6592 7.5297 0.9501 1.8445 4.1372 0.9169 1.7996 3.9763 0.9436 1.8918 4.6586 0.9380 1.8822 4.6167 0.9544 1.7905 3.7176 0.9829 1.9207 4.3332 0.9775 1.9107 4.2835 PSNR 0.1 0.2 0.4 28.7748 28.4448 27.0671 28.1911 26.0992 23.5185 32.3168 29.7854 25.5465 32.2596 29.1502 22.3969 33.3746 29.0728 22.8898 33.7776 31.4702 27.4781 35.4621 31.8651 26.8306 35.2075 31.4006 25.9740 35.2873 31.4611 26.0070 35.1780 32.1409 28.1064 34.8158 31.5601 27.2016 34.8873 31.6210 27.2500 CSSIM 0.1 0.2 0.4 0.9857 0.9816 0.9500 0.8988 0.8074 0.6255 0.9759 0.9414 0.8328 0.9861 0.9353 0.6893 0.9814 0.9297 0.7125 0.9939 0.9803 0.9136 0.9962 0.9884 0.9495 0.9912 0.9732 0.8799 0.9913 0.9744 0.8820 0.9963 0.9907 0.9590 0.9903 0.9746 0.8925 0.9905 0.9756 0.8952 0.6 7.4870 16.4331 13.7760 22.2303 19.2707 8.3959 7.8126 11.4749 11.3351 7.0708 9.2687 9.0848 0.8 17.6071 31.5926 33.5853 42.6963 43.9976 19.9546 19.1709 28.2021 27.9167 17.4437 22.1509 21.8269 0.6 23.6268 20.4345 19.9590 17.1211 17.4676 22.8770 22.6819 20.5559 20.5810 23.8207 23.1441 23.2021 0.8 18.6945 15.4568 14.8655 13.3315 12.9552 18.0091 17.7701 15.7047 15.7177 18.5962 18.6367 18.6837 0.6 0.8183 0.4376 0.5334 0.3631 0.3580 0.7376 0.8022 0.6195 0.6228 0.8358 0.6702 0.6751 0.8 0.4757 0.2199 0.1996 0.1571 0.1129 0.4077 0.4227 0.2145 0.2158 0.4725 0.2765 0.2793 Table 26: Quality measures for the image 22 (Kodak5). 28 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 Kodak6 (320 × 427) NCD·102 0.1 0.2 0.4 4.7210 5.0608 6.1816 4.0078 7.6349 15.0000 2.4562 4.6270 10.1787 1.7045 3.9149 12.9580 2.5423 5.5034 15.0160 1.9699 3.8736 8.5786 1.5359 2.7810 6.2707 1.8657 3.5037 7.8763 1.8671 3.5187 7.8370 1.6036 2.7717 5.2748 1.9592 3.6289 7.2643 1.9568 3.6385 7.2115 PSNR 0.1 0.2 0.4 35.1084 34.4492 31.4908 31.6239 29.5154 26.9522 36.9433 34.3043 28.6102 37.7307 33.1436 24.2524 36.1077 30.2951 23.2525 38.8341 35.8368 29.9095 39.2089 35.7885 28.9130 38.6022 34.5370 27.7379 38.6376 34.5671 27.7575 39.2064 36.5088 32.3019 38.4091 35.0678 31.1459 38.4357 35.1031 31.2008 CSSIM 0.1 0.2 0.4 0.9722 0.9649 0.9284 0.9335 0.8560 0.6684 0.9792 0.9462 0.8135 0.9898 0.9528 0.7210 0.9748 0.9034 0.6304 0.9884 0.9639 0.8582 0.9945 0.9837 0.9085 0.9880 0.9665 0.8444 0.9883 0.9669 0.8472 0.9943 0.9863 0.9421 0.9870 0.9657 0.8614 0.9872 0.9665 0.8653 0.6 9.5397 24.1504 20.9362 30.9699 34.0976 15.9695 13.7363 19.5254 19.1979 9.8411 15.2530 14.8496 0.8 22.1323 41.0636 46.4746 60.7304 67.1107 31.6318 32.0209 49.5030 48.8289 23.5222 34.0197 33.1172 0.6 26.1656 23.7140 21.9114 18.1813 17.9803 24.1548 22.6643 21.5053 21.5193 26.4935 26.4786 26.5367 0.8 20.5496 18.8321 16.3133 13.9621 14.0674 19.2091 17.5849 16.6108 16.6191 20.2768 21.0295 21.0716 0.6 0.8115 0.4510 0.5288 0.3665 0.2859 0.6557 0.6932 0.5310 0.5377 0.7992 0.5956 0.6059 0.8 0.4811 0.2363 0.1964 0.1246 0.0854 0.3484 0.3316 0.1710 0.1755 0.4544 0.2625 0.2700 Table 27: Quality measures for the image 23 (Kodak6). 29 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 Kodak7D (500 × 531) NCD·102 0.1 0.2 0.4 1.3732 1.4949 1.9402 2.9601 4.8585 7.8796 0.7718 1.4113 3.2187 0.3948 1.1223 6.0144 0.5051 1.3066 4.9209 0.2544 0.5824 1.7126 0.2459 0.5230 1.6020 0.2730 0.5580 2.0038 0.2688 0.5523 1.9832 0.2411 0.4839 1.1826 0.2804 0.5333 1.3932 0.2765 0.5283 1.3748 PSNR 0.1 0.2 0.4 37.0836 36.1781 32.4765 26.4835 24.8053 23.2300 35.7508 33.3198 27.5713 39.9574 33.3956 23.1159 39.0178 32.3387 24.2510 43.2710 38.7679 31.0972 43.1767 38.4038 30.2883 42.2061 37.9276 28.8969 42.3496 37.9909 28.9131 43.4718 39.8857 33.6697 42.2295 39.0285 33.0997 42.3599 39.1113 33.1660 CSSIM 0.1 0.2 0.4 0.9966 0.9953 0.9789 0.8496 0.7459 0.5702 0.9803 0.9588 0.8756 0.9967 0.9699 0.7410 0.9898 0.9521 0.7494 0.9987 0.9939 0.9538 0.9990 0.9959 0.9625 0.9976 0.9929 0.9328 0.9977 0.9931 0.9333 0.9994 0.9982 0.9859 0.9974 0.9949 0.9724 0.9975 0.9949 0.9727 0.6 3.6861 10.4056 9.2948 18.7599 15.7581 4.5878 4.5270 7.4705 7.3985 3.3315 5.3697 5.2320 0.8 13.1333 27.8088 27.8489 40.3369 41.9494 15.1075 15.7590 28.4834 28.2663 12.8074 18.9712 18.6513 0.6 26.3025 22.1523 20.9351 17.1098 18.0411 24.6931 24.0260 22.0203 22.0433 26.4075 25.8593 25.9625 0.8 19.1394 15.6904 15.1660 13.2002 12.9044 18.4188 17.8433 15.5730 15.5870 19.1524 18.8066 18.8991 0.6 0.8859 0.4891 0.5981 0.3504 0.3660 0.8149 0.8229 0.7022 0.7033 0.8952 0.7788 0.7829 0.8 0.5184 0.2413 0.1921 0.1264 0.0804 0.4446 0.4295 0.1793 0.1800 0.5276 0.2517 0.2537 Table 28: Quality measures for the image 24 (Kodak7D). 30 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 Main02 (311 × 290) NCD·102 0.1 0.2 0.4 8.4328 8.9116 10.4623 3.5332 6.6232 12.7208 3.0093 4.8683 9.3927 2.6623 4.7486 11.8875 3.6400 5.7463 11.8425 3.8621 5.2225 8.5341 2.0033 3.9218 8.4217 1.9941 4.0469 9.2826 1.9812 4.0166 9.2197 2.1295 4.0438 8.3068 2.1327 4.2427 9.2182 2.1186 4.2084 9.1433 PSNR 0.1 0.2 0.4 22.3212 22.0616 21.0631 23.5900 21.2509 18.1588 23.7900 22.7388 20.3990 25.4981 23.8605 19.7370 22.5007 21.2358 18.3377 23.4729 22.8504 21.2546 28.0386 25.2161 21.5608 27.8126 24.9156 20.8584 27.8356 24.9366 20.8708 27.7481 25.1513 21.8689 27.3229 24.6919 21.1281 27.3425 24.7096 21.1426 CSSIM 0.1 0.2 0.4 0.8549 0.8317 0.7581 0.8755 0.7632 0.5442 0.9380 0.8801 0.7131 0.9387 0.8514 0.5853 0.9052 0.8366 0.6018 0.9216 0.8865 0.7763 0.9571 0.9103 0.7704 0.9572 0.8961 0.6959 0.9576 0.8978 0.6990 0.9515 0.9063 0.7802 0.9515 0.8866 0.7013 0.9520 0.8884 0.7053 0.6 14.0146 20.4745 17.7488 24.5690 23.9392 13.9317 14.1354 17.7610 17.6200 13.5177 16.1126 15.9517 0.8 23.4520 34.3538 34.8778 42.9749 45.1690 24.7744 25.0172 29.3926 29.1586 23.3952 24.9780 24.6847 0.6 19.2770 15.4937 17.4020 15.8461 15.2804 19.0936 18.9894 17.6418 17.6541 19.3391 18.2473 18.2615 0.8 16.4563 12.3976 13.7473 12.7275 12.1133 16.1114 15.9216 15.2510 15.2674 16.4434 16.5374 16.5612 0.6 0.6065 0.3534 0.4433 0.2951 0.3089 0.5820 0.5851 0.4340 0.4373 0.6089 0.4688 0.4727 0.8 0.3555 0.1815 0.1800 0.1281 0.1105 0.3175 0.3094 0.1819 0.1834 0.3510 0.2267 0.2282 Table 29: Quality measures for the image 25 (Main02). 31 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 Misc414 (256 × 256) NCD·102 0.1 0.2 0.4 2.1243 2.2508 2.7268 3.1453 5.1321 8.5305 0.8667 1.4465 3.4096 0.5649 1.3512 6.4340 0.5891 1.3381 5.1054 0.3806 0.7694 2.0691 0.3569 0.7194 2.0801 0.4196 0.8328 2.5526 0.4125 0.8147 2.5172 0.3601 0.7128 1.6978 0.4301 0.8378 2.0238 0.4219 0.8188 1.9810 PSNR 0.1 0.2 0.4 36.2099 35.3885 31.5979 26.2671 25.1587 23.6778 35.5660 33.1334 27.4441 38.1277 32.2960 23.1482 36.8049 31.9675 24.1322 41.3767 37.8366 30.6337 40.9837 38.2288 29.4582 39.1540 36.2489 28.2174 39.3293 36.3893 28.2546 41.9950 38.8194 32.6248 39.2419 36.6911 31.2124 39.4224 36.8642 31.2923 CSSIM 0.1 0.2 0.4 0.9943 0.9913 0.9760 0.8449 0.7444 0.5976 0.9732 0.9573 0.8703 0.9935 0.9651 0.7371 0.9850 0.9562 0.7518 0.9968 0.9924 0.9512 0.9990 0.9955 0.9553 0.9970 0.9892 0.9210 0.9970 0.9897 0.9213 0.9992 0.9972 0.9791 0.9969 0.9895 0.9524 0.9971 0.9904 0.9535 0.6 4.5711 12.2769 9.7791 19.8859 16.1738 5.3503 5.4663 8.4116 8.3080 4.0601 6.2240 6.0530 0.8 13.6542 27.9386 28.1359 41.1118 42.3217 15.6083 17.1863 30.4461 30.2779 13.8898 20.5014 20.1673 0.6 25.9211 21.6240 20.9159 17.0808 17.9941 24.3814 23.5790 21.7839 21.8093 26.0261 24.6869 24.7833 0.8 19.3720 15.5763 15.3632 13.3110 12.9869 18.6452 17.7705 15.6277 15.6422 19.1782 18.6252 18.7130 0.6 0.8733 0.4795 0.5979 0.3536 0.3773 0.7974 0.8014 0.6880 0.6891 0.8812 0.7647 0.7688 0.8 0.5235 0.2637 0.2192 0.1455 0.1134 0.4526 0.4139 0.2153 0.2161 0.5166 0.2838 0.2858 Table 30: Quality measures for the image 26 (Misc414). 32 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 Misc416 (256 × 256) NCD·102 0.1 0.2 0.4 4.5140 4.7530 5.5061 2.3550 4.6258 9.1848 1.2477 2.4746 5.2533 1.3221 2.6659 8.3855 1.2398 2.5714 7.0828 1.1518 1.9970 4.0660 0.9656 1.8659 4.0439 1.0129 2.0711 4.9629 1.0023 2.0358 4.8827 1.0213 1.9225 3.7843 1.0771 2.1800 4.8844 1.0655 2.1415 4.7797 PSNR 0.1 0.2 0.4 28.0751 27.5952 25.8942 28.2463 25.6499 22.4034 31.3875 28.5871 24.3040 31.4603 27.9468 21.6435 31.2463 27.8701 22.1001 31.3170 29.6312 26.1585 34.1144 30.5292 25.5809 33.7091 29.8666 24.4781 33.7763 29.9231 24.5228 33.7460 30.4599 26.5207 33.2503 29.7309 25.3162 33.3120 29.7900 25.3722 CSSIM 0.1 0.2 0.4 0.9573 0.9490 0.9074 0.9213 0.8318 0.6486 0.9732 0.9321 0.8227 0.9784 0.9167 0.6943 0.9720 0.9172 0.7018 0.9804 0.9625 0.8941 0.9837 0.9661 0.9126 0.9802 0.9402 0.8330 0.9808 0.9419 0.8364 0.9812 0.9649 0.9253 0.9781 0.9351 0.8359 0.9787 0.9379 0.8383 0.6 7.7278 15.7882 12.5634 20.1678 18.3200 8.0632 7.9018 11.2541 11.0829 7.0034 9.5822 9.3868 0.8 16.3847 27.8700 29.3516 37.4128 39.8245 17.8860 17.5595 27.2977 27.1283 15.8935 19.8789 19.6683 0.6 22.6598 18.6461 19.2092 16.7363 16.8770 21.9363 22.0095 19.8057 19.8327 22.9342 21.2479 21.2911 0.8 18.1523 14.4480 14.6002 13.2549 12.7181 17.5938 17.4487 15.5280 15.5431 18.3271 17.9252 17.9699 0.6 0.7892 0.4598 0.5529 0.4059 0.3779 0.7319 0.7732 0.5828 0.5875 0.8054 0.6282 0.6338 0.8 0.4910 0.2739 0.2484 0.2041 0.1476 0.4365 0.4463 0.2392 0.2421 0.5042 0.3253 0.3279 Table 31: Quality measures for the image 27 (Misc416). 33 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 Misc417 (256 × 256) NCD·102 0.1 0.2 0.4 0.7143 0.7938 1.0894 1.3498 2.6314 5.3269 0.3872 0.5496 1.7755 0.2473 0.6602 3.7432 0.2391 0.6805 3.0668 0.2057 0.3769 1.0589 0.1665 0.3801 1.1084 0.1877 0.4621 1.5317 0.1816 0.4505 1.5309 0.1715 0.3572 0.8141 0.1949 0.4264 1.0544 0.1894 0.4189 1.0525 PSNR 0.1 0.2 0.4 37.8048 36.9342 33.0110 28.5079 25.6604 22.9941 36.4850 34.9825 27.9673 39.7113 33.3242 23.5654 39.1519 32.4879 24.2874 40.0956 37.4825 30.7558 41.7415 37.6146 29.5853 41.3601 36.4522 28.4406 41.4562 36.4789 28.4343 41.9402 38.3052 33.1460 41.3748 37.4233 32.1039 41.4566 37.4105 32.0667 CSSIM 0.1 0.2 0.4 0.9849 0.9824 0.9689 0.9480 0.8792 0.7009 0.9902 0.9814 0.9180 0.9950 0.9766 0.8282 0.9928 0.9685 0.8204 0.9942 0.9887 0.9562 0.9959 0.9882 0.9553 0.9949 0.9828 0.9200 0.9951 0.9836 0.9202 0.9959 0.9892 0.9737 0.9945 0.9848 0.9479 0.9947 0.9851 0.9481 0.6 2.2586 8.5557 5.7999 11.8864 11.6693 3.0210 3.4333 5.6992 5.6715 2.0752 3.3066 3.2643 0.8 8.3647 15.2250 19.1739 26.5605 34.1309 10.0330 11.4584 18.5368 18.4402 8.3700 12.7717 12.6726 0.6 26.6877 21.0212 21.1267 17.4742 17.5736 24.5662 23.3609 21.5510 21.5618 26.9021 25.8635 25.9129 0.8 19.4806 17.4960 15.1805 13.4818 12.2112 18.5325 17.6226 16.2162 16.2332 19.4383 18.6584 18.6905 0.6 0.9069 0.4866 0.6950 0.5026 0.4467 0.8466 0.8299 0.7182 0.7188 0.9161 0.8131 0.8136 0.8 0.6250 0.2290 0.2796 0.2343 0.1231 0.5305 0.5011 0.2508 0.2521 0.6310 0.3434 0.3458 Table 32: Quality measures for the image 28 (Misc417). 34 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 Misc421 (512 × 512) NCD·102 0.1 0.2 0.4 2.3540 2.4589 2.9116 2.4009 4.8058 9.8427 1.2972 2.0363 3.9775 0.6933 1.5111 6.7103 0.7642 1.7846 5.7655 0.3983 0.8701 2.4749 0.3491 0.7106 1.8787 0.4572 0.8846 2.3528 0.4475 0.8649 2.3135 0.3350 0.6557 1.4660 0.4593 0.8377 1.7855 0.4508 0.8195 1.7459 PSNR 0.1 0.2 0.4 38.1908 37.2448 32.4460 30.0077 27.3026 24.3802 34.5318 32.6607 27.5885 39.4147 33.1745 23.5095 36.8933 31.3317 23.5794 42.5472 38.0867 30.0318 42.9083 38.1891 30.2384 40.2806 36.0210 28.7532 40.3274 36.0596 28.7753 43.9504 40.7812 34.4450 40.3470 37.4341 32.5663 40.3844 37.4825 32.6072 CSSIM 0.1 0.2 0.4 0.9943 0.9918 0.9698 0.8982 0.7588 0.4500 0.9597 0.9302 0.8382 0.9930 0.9603 0.7090 0.9809 0.9313 0.7004 0.9958 0.9859 0.9214 0.9978 0.9944 0.9615 0.9902 0.9784 0.9239 0.9903 0.9787 0.9240 0.9982 0.9971 0.9876 0.9897 0.9809 0.9587 0.9898 0.9810 0.9585 0.6 4.4888 15.9104 10.1187 18.4282 15.7673 5.9470 5.1778 8.0664 7.8997 3.6242 5.7416 5.5644 0.8 11.3569 26.3323 25.8341 36.4485 36.5983 14.6610 15.2478 28.3152 28.1125 11.3801 20.8754 20.6042 0.6 26.2918 22.0585 21.0686 17.4353 17.9878 23.9035 23.1087 21.5556 21.5785 26.7212 25.8162 25.8985 0.8 20.3253 18.1037 15.5627 13.4457 13.3326 18.9424 17.7660 16.0547 16.0726 20.0900 19.0629 19.0987 0.6 0.8760 0.2395 0.5567 0.3270 0.3529 0.7530 0.8044 0.6777 0.6806 0.9005 0.7622 0.7656 0.8 0.5658 0.1298 0.2037 0.1251 0.1056 0.4303 0.4346 0.1978 0.1999 0.5659 0.2634 0.2669 Table 33: Quality measures for the image 29 (Misc421). 35 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 Misc422 (512 × 512) NCD·102 0.1 0.2 0.4 1.7651 1.8335 2.0949 0.8741 1.7254 3.4915 0.3238 0.6589 1.7256 0.4354 0.7348 2.9340 0.3387 0.8491 3.0011 0.3057 0.5637 1.3698 0.2743 0.5708 1.5096 0.2933 0.6269 1.7150 0.2884 0.6151 1.6894 0.2830 0.5491 1.2112 0.3100 0.6128 1.3131 0.3047 0.6009 1.2857 PSNR 0.1 0.2 0.4 32.8317 32.3901 30.0953 29.2213 26.3979 23.5242 36.9762 33.7922 27.6408 36.9349 32.6738 23.6434 35.9964 30.4961 23.3852 37.3801 35.0285 29.2978 38.1177 34.5215 28.5002 37.4837 33.6860 27.1783 37.5290 33.7265 27.1992 38.0217 35.3287 30.8210 37.1640 34.1361 30.0588 37.2090 34.1770 30.1023 CSSIM 0.1 0.2 0.4 0.9950 0.9935 0.9809 0.9629 0.9067 0.7501 0.9979 0.9923 0.9464 0.9979 0.9883 0.8701 0.9946 0.9744 0.8465 0.9972 0.9949 0.9705 0.9982 0.9942 0.9686 0.9971 0.9887 0.9395 0.9972 0.9890 0.9400 0.9985 0.9961 0.9828 0.9970 0.9906 0.9692 0.9971 0.9910 0.9692 0.6 2.9255 5.2466 4.6561 9.1166 8.6035 3.0361 3.5531 4.7899 4.7293 2.5135 2.8758 2.8013 0.8 6.0233 9.3727 13.2132 20.4087 21.0628 7.2174 8.3377 13.1547 13.0818 6.0369 7.8470 7.7334 0.6 25.7538 21.9678 21.4573 17.6276 18.0531 24.0457 22.8337 21.2328 21.2512 25.6066 25.3853 25.4462 0.8 20.4562 18.5460 15.9409 13.6258 13.6549 19.1391 18.1821 16.3210 16.3314 20.3350 19.8047 19.8463 0.6 0.9302 0.5775 0.7706 0.5683 0.5461 0.8874 0.8667 0.7779 0.7797 0.9303 0.8861 0.8884 0.8 0.7515 0.3657 0.4125 0.2774 0.2190 0.6617 0.6345 0.4053 0.4073 0.7546 0.5626 0.5668 Table 34: Quality measures for the image 30 (Misc422). 36 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 Misc423 (512 × 512) NCD·102 0.1 0.2 0.4 8.4679 8.6955 9.4865 2.9836 5.2452 10.0488 2.0824 3.6182 7.3227 2.2003 3.6993 10.3292 2.3936 4.0019 9.0444 3.8269 4.9502 7.4229 1.2887 2.7860 6.4627 1.2166 2.7006 6.6125 1.2179 2.7017 6.5825 1.3891 2.8660 6.2504 1.3308 2.8053 6.3467 1.3318 2.8055 6.3129 PSNR 0.1 0.2 0.4 22.6930 22.4679 21.7147 25.7625 23.4794 20.1544 26.5229 24.5677 21.5567 26.8180 24.9858 20.0660 25.4808 23.5340 19.7509 24.3487 23.5880 22.0603 30.5494 27.0782 22.7383 30.5962 26.9897 22.2349 30.6182 27.0099 22.2577 30.2987 27.0667 23.2024 30.3241 26.9004 22.6842 30.3456 26.9213 22.7095 CSSIM 0.1 0.2 0.4 0.8915 0.8728 0.8160 0.8718 0.7706 0.5543 0.9570 0.9161 0.7716 0.9698 0.9031 0.6082 0.9567 0.9033 0.6828 0.9324 0.9069 0.8277 0.9813 0.9472 0.8285 0.9838 0.9481 0.7947 0.9840 0.9487 0.7962 0.9781 0.9445 0.8411 0.9806 0.9449 0.8115 0.9809 0.9455 0.8136 0.6 11.9228 16.1702 14.9901 22.8992 21.2662 11.4756 11.7720 13.5938 13.4879 11.0438 11.9739 11.8539 0.8 21.1555 32.7713 32.4187 41.1574 44.6697 21.7237 21.3845 22.3029 22.0557 21.0635 20.3217 20.0794 0.6 19.8999 17.2767 17.8500 15.7863 15.5203 19.7419 19.7909 18.5964 18.6397 20.0278 19.4919 19.5393 0.8 16.4795 13.3265 13.8247 12.6290 11.8428 16.2656 16.3517 16.3272 16.3762 16.4894 17.1465 17.2088 0.6 0.6736 0.3660 0.4721 0.2841 0.3247 0.6561 0.6719 0.5053 0.5091 0.6790 0.5555 0.5598 0.8 0.3671 0.1464 0.1613 0.1225 0.0907 0.3428 0.3586 0.1703 0.1715 0.3727 0.2117 0.2136 Table 35: Quality measures for the image 31 (Misc423). 37 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 Misc425 (512 × 512) NCD·102 0.1 0.2 0.4 1.3174 1.3957 1.7144 1.2366 2.3045 4.4490 0.5751 1.0441 2.1592 0.3379 0.8395 4.0064 0.4153 1.0374 3.8717 0.2442 0.4925 1.3672 0.2263 0.5040 1.4461 0.2501 0.5677 1.8879 0.2465 0.5598 1.8600 0.2303 0.4710 1.1109 0.2626 0.5573 1.3913 0.2592 0.5504 1.3741 PSNR 0.1 0.2 0.4 33.9736 33.2714 30.3294 28.9568 26.5418 23.7820 33.4954 31.0060 26.7559 36.9796 31.5957 22.9740 35.5113 30.3372 23.0713 38.5639 35.5557 29.3217 39.4601 35.3099 28.4795 38.4794 34.0445 26.8449 38.5706 34.0945 26.8709 39.2800 36.1402 31.0745 37.8871 34.0961 29.1843 37.9427 34.1319 29.2085 CSSIM 0.1 0.2 0.4 0.9973 0.9956 0.9817 0.9563 0.9160 0.8168 0.9955 0.9870 0.9359 0.9966 0.9814 0.8489 0.9963 0.9762 0.8245 0.9990 0.9964 0.9689 0.9990 0.9962 0.9684 0.9984 0.9915 0.9381 0.9984 0.9918 0.9387 0.9991 0.9975 0.9850 0.9982 0.9928 0.9646 0.9982 0.9932 0.9653 0.6 2.9511 7.1539 6.3796 11.7764 11.7256 3.5300 3.8153 6.0248 5.9490 2.7148 3.8645 3.7765 0.8 8.6727 14.8209 18.3449 25.2704 30.7876 10.2187 11.4726 17.7241 17.6242 8.7608 12.0817 11.9480 0.6 25.2802 21.0321 20.6746 17.3810 17.4496 23.7167 22.7713 21.0141 21.0388 25.3293 24.2825 24.3431 0.8 19.1741 16.3708 15.2614 13.5492 12.5546 18.2929 17.3505 16.0686 16.0911 19.0265 18.6985 18.7417 0.6 0.9150 0.6948 0.7285 0.5700 0.4912 0.8654 0.8575 0.7445 0.7462 0.9194 0.8251 0.8274 0.8 0.6552 0.4391 0.3478 0.2934 0.1622 0.5740 0.5460 0.3858 0.3833 0.6554 0.4739 0.4717 Table 36: Quality measures for the image 32 (Misc425). 38 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 Misc426 (512 × 512) NCD·102 0.1 0.2 0.4 6.9661 7.1585 7.8253 2.6233 4.9509 9.7006 1.5864 2.9140 6.5889 1.7631 3.1555 9.2771 1.6325 3.2451 8.4646 1.7764 2.8697 5.5667 1.4050 2.7242 5.5557 1.4116 2.8172 6.3676 1.4050 2.7900 6.2579 1.4718 2.7744 5.2606 1.4897 2.9277 6.0730 1.4821 2.8992 5.9619 PSNR 0.1 0.2 0.4 28.0406 27.7190 26.4182 28.0526 25.8204 23.0137 32.3235 29.8688 25.2522 32.4793 29.0069 22.0700 31.8339 28.3822 22.4065 31.2282 29.8227 26.6628 33.9164 30.7771 26.2199 33.8826 30.4634 25.0038 33.9223 30.5029 25.0440 33.7147 30.8139 27.2803 33.4493 30.4074 25.8987 33.4856 30.4467 25.9523 CSSIM 0.1 0.2 0.4 0.9318 0.9124 0.8591 0.9098 0.8144 0.6040 0.9666 0.9273 0.7770 0.9713 0.9137 0.6607 0.9602 0.8952 0.6498 0.9692 0.9407 0.8471 0.9733 0.9415 0.8608 0.9685 0.9168 0.7563 0.9698 0.9207 0.7627 0.9709 0.9429 0.8769 0.9646 0.9113 0.7688 0.9660 0.9159 0.7757 0.6 10.0027 15.4024 13.9894 20.8043 19.5303 9.9353 10.0517 13.0621 12.8427 8.9859 10.7774 10.5204 0.8 18.4255 28.2698 31.6662 38.4887 41.9804 20.0953 19.6689 29.1952 28.9623 18.2734 22.3671 22.0542 0.6 23.3210 20.2953 19.7129 16.8904 17.2100 22.5238 22.4501 20.1674 20.1961 23.4349 22.6213 22.6833 0.8 18.6820 15.9352 14.7088 13.3002 12.7766 18.0026 17.8865 15.6896 15.7054 18.6651 18.3794 18.4261 0.6 0.7293 0.4069 0.5088 0.3681 0.3293 0.6737 0.7088 0.5124 0.5178 0.7396 0.5711 0.5780 0.8 0.4418 0.1955 0.1981 0.1681 0.1012 0.3830 0.3985 0.1717 0.1741 0.4485 0.2343 0.2377 Table 37: Quality measures for the image 33 (Misc426). 39 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 Monarch (512 × 768) NCD·102 0.1 0.2 0.4 1.6293 1.7817 2.3057 3.2604 6.1190 11.4866 1.2361 1.9545 4.0574 0.5401 1.4857 7.5156 0.7052 1.6561 5.8755 0.3761 0.7720 2.1591 0.3657 0.7214 1.9734 0.3989 0.8290 2.4478 0.3946 0.8186 2.4243 0.3767 0.6776 1.5272 0.4430 0.8170 1.8366 0.4390 0.8077 1.8130 PSNR 0.1 0.2 0.4 33.8197 32.8763 29.8729 27.3291 25.1454 22.8577 33.4270 31.1661 26.3406 35.9707 31.1471 22.6592 35.0557 30.5104 23.4859 36.7230 34.2437 29.0076 37.9786 34.3638 28.4171 37.6539 33.6388 27.0543 37.7212 33.6890 27.0763 37.5178 34.6664 30.3991 37.0608 33.7198 28.9277 37.1182 33.7783 28.9743 CSSIM 0.1 0.2 0.4 0.9970 0.9942 0.9729 0.8488 0.6947 0.4290 0.9642 0.9390 0.8431 0.9903 0.9539 0.6891 0.9857 0.9381 0.7055 0.9984 0.9913 0.9389 0.9991 0.9955 0.9557 0.9974 0.9894 0.9297 0.9974 0.9895 0.9305 0.9993 0.9979 0.9818 0.9967 0.9919 0.9659 0.9968 0.9919 0.9658 0.6 4.2774 16.6912 10.9019 21.2652 17.4712 5.5406 5.4992 8.5861 8.4926 3.8896 5.9516 5.8210 0.8 14.3665 29.9623 30.4315 43.4835 44.5844 16.9318 17.9299 32.7808 32.5979 14.3297 22.9521 22.6454 0.6 25.1388 21.2140 20.4981 17.1023 17.7249 23.6996 22.7313 21.1006 21.1220 25.1028 24.1987 24.2532 0.8 19.2257 16.6647 15.1663 13.2589 12.7895 18.4408 17.5908 15.7340 15.7460 19.1163 18.1597 18.2230 0.6 0.8666 0.2684 0.5533 0.3013 0.3317 0.7761 0.7872 0.6722 0.6736 0.8780 0.7672 0.7700 0.8 0.4917 0.1524 0.1660 0.1017 0.0729 0.4008 0.3877 0.1565 0.1573 0.4959 0.2116 0.2130 Table 38: Quality measures for the image 34 (Monarch). 40 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 Nikon01 (207 × 229) NCD·102 0.1 0.2 0.4 12.9549 13.7440 16.0044 3.6805 6.9078 14.4546 3.8086 6.4308 12.7531 3.5630 6.2411 14.9144 4.8309 7.5544 15.3310 5.7704 7.8242 12.4579 2.6809 5.4249 11.5795 2.5176 5.2444 11.7620 2.4921 5.2055 11.7061 2.7783 5.4693 11.5104 2.6583 5.3297 11.5946 2.6318 5.2905 11.5364 PSNR 0.1 0.2 0.4 22.5461 22.2250 21.1589 25.8937 23.3022 19.3497 24.9226 23.5575 20.7817 26.3776 24.4227 19.8149 23.7654 22.1305 18.7409 23.9571 23.2075 21.5022 29.0613 25.9252 22.0591 29.0330 25.8233 21.6259 29.0724 25.8563 21.6441 28.7266 26.0575 22.4207 28.5080 25.9216 22.0472 28.5447 25.9534 22.0677 CSSIM 0.1 0.2 0.4 0.6947 0.6652 0.5790 0.8806 0.7646 0.5147 0.9036 0.8147 0.5913 0.9019 0.8029 0.4910 0.8649 0.7769 0.5216 0.8506 0.7852 0.6417 0.9319 0.8499 0.6526 0.9411 0.8533 0.6247 0.9411 0.8525 0.6244 0.9275 0.8473 0.6566 0.9344 0.8469 0.6270 0.9346 0.8468 0.6265 0.6 20.5400 25.0572 22.5645 28.4375 29.0144 19.1229 19.3312 21.4214 21.3580 18.8227 19.8298 19.7563 0.8 30.4471 42.6385 39.9997 46.7241 49.5995 30.7967 30.6915 35.9707 35.7014 29.9072 31.9662 31.7386 0.6 19.3702 16.1128 17.6121 15.8755 15.4100 19.3239 19.3060 18.0682 18.0781 19.6455 18.9424 18.9553 0.8 16.6919 12.6428 14.0603 12.8473 12.4243 16.4094 16.3778 15.7915 15.8112 16.7121 16.6309 16.6540 0.6 0.4299 0.3092 0.3422 0.2406 0.2669 0.4472 0.4463 0.3774 0.3773 0.4550 0.3984 0.3990 0.8 0.2258 0.1580 0.1454 0.1190 0.1085 0.2268 0.2292 0.1675 0.1656 0.2400 0.1999 0.1981 Table 39: Quality measures for the image 35 (Nikon01). 41 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 Nikon02 (426 × 640) NCD·102 0.1 0.2 0.4 1.9338 2.0579 2.5560 2.3674 4.0914 7.6009 0.9022 1.5156 3.3509 0.6188 1.3476 5.9420 0.5849 1.3185 4.6918 0.4671 0.8501 2.0710 0.4232 0.8410 2.1508 0.4616 0.9437 2.5552 0.4500 0.9239 2.5276 0.4527 0.8335 1.8421 0.4967 0.9546 2.1287 0.4849 0.9354 2.0995 PSNR 0.1 0.2 0.4 30.1577 29.7217 27.9464 26.9211 24.8671 22.3133 31.6031 29.6141 25.5175 33.4988 30.1061 22.3728 32.6926 29.2101 22.9757 33.9369 31.9783 27.9183 36.1538 32.3391 27.3235 35.4231 31.4560 25.9351 35.5600 31.5555 25.9793 35.6223 32.6908 28.7989 34.8588 31.5262 27.2411 34.9775 31.6272 27.2996 CSSIM 0.1 0.2 0.4 0.9905 0.9871 0.9668 0.8958 0.8212 0.6594 0.9803 0.9627 0.8862 0.9925 0.9642 0.7609 0.9929 0.9675 0.7987 0.9966 0.9911 0.9526 0.9969 0.9914 0.9556 0.9957 0.9892 0.9393 0.9958 0.9894 0.9398 0.9968 0.9931 0.9703 0.9954 0.9910 0.9658 0.9954 0.9911 0.9664 0.6 4.4259 11.0088 9.0552 17.3949 15.3237 4.9852 5.1590 7.6384 7.5754 4.1735 5.6949 5.6019 0.8 13.1446 26.5070 25.6177 36.7228 40.9973 14.7207 15.7266 25.6460 25.4477 13.2781 17.7042 17.4307 0.6 24.1539 19.9260 20.2284 16.9504 17.2564 23.2085 22.6730 20.7313 20.7597 24.1866 22.9097 22.9721 0.8 18.5205 14.7857 15.0608 13.1926 12.4576 17.9115 17.3232 15.2927 15.3052 18.3900 17.9130 17.9784 0.6 0.8685 0.5510 0.6308 0.4127 0.4209 0.8196 0.8212 0.7307 0.7322 0.8759 0.7991 0.8015 0.8 0.5332 0.2886 0.2396 0.1762 0.1064 0.4717 0.4475 0.2234 0.2243 0.5317 0.3049 0.3067 Table 40: Quality measures for the image 36 (Nikon02). 42 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 Nikon03 (426 × 640) NCD·102 0.1 0.2 0.4 4.6037 4.8694 5.8598 2.4366 4.3291 8.3112 1.7658 2.9520 5.9416 1.6072 2.9386 8.4419 1.6913 2.9661 7.3112 1.6337 2.4845 4.6871 1.0440 2.0556 4.6712 1.0727 2.1678 5.1982 1.0591 2.1457 5.1543 1.1066 2.1280 4.5199 1.1480 2.2748 5.0598 1.1345 2.2512 5.0112 PSNR 0.1 0.2 0.4 24.2820 23.9054 22.6405 25.5857 23.0229 19.6476 25.9088 24.3944 21.3683 27.2614 25.2463 20.3141 25.6187 23.6420 19.7442 26.3892 25.2748 22.9242 30.3195 27.1964 23.0187 29.9476 26.7756 22.2865 30.0026 26.8173 22.3101 30.1288 27.2306 23.5244 29.7323 26.7348 22.6919 29.7824 26.7758 22.7191 CSSIM 0.1 0.2 0.4 0.9300 0.9201 0.8713 0.9055 0.8370 0.6779 0.9620 0.9284 0.8181 0.9638 0.9090 0.6760 0.9691 0.9297 0.7453 0.9729 0.9557 0.8815 0.9844 0.9614 0.8813 0.9841 0.9573 0.8533 0.9840 0.9572 0.8539 0.9828 0.9602 0.8923 0.9817 0.9536 0.8635 0.9817 0.9535 0.8639 0.6 8.5350 13.6100 12.6266 18.9847 17.3984 8.6361 8.7709 11.2097 11.1277 8.1591 9.7230 9.6295 0.8 16.9582 25.8995 27.6685 35.3352 36.7968 18.0482 18.0882 23.4410 23.2655 16.8456 17.9889 17.7680 0.6 20.3948 16.4213 17.8861 16.1353 15.8597 20.0728 19.9073 18.2198 18.2334 20.5350 19.0085 19.0263 0.8 16.9710 12.6934 14.0517 12.8935 12.4079 16.5950 16.4253 15.2097 15.2316 16.9693 17.0198 17.0573 0.6 0.7365 0.5360 0.5633 0.3966 0.4290 0.7162 0.7205 0.6296 0.6306 0.7480 0.6838 0.6850 0.8 0.4536 0.3305 0.2599 0.1973 0.1685 0.4196 0.4135 0.2842 0.2846 0.4568 0.3693 0.3701 Table 41: Quality measures for the image 37 (Nikon03). 43 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 Nikon10 (480 × 319) NCD·102 0.1 0.2 0.4 10.7007 11.4148 13.8358 4.4958 8.3995 16.7063 3.2843 6.0835 12.9866 3.0972 5.9619 15.8601 3.4869 6.7108 16.6047 3.1146 5.3216 10.9539 2.7450 5.3043 10.6415 2.9739 5.9390 12.8665 2.9298 5.8535 12.6827 2.9327 5.4722 10.3360 3.1970 6.2537 12.6573 3.1514 6.1673 12.4573 PSNR 0.1 0.2 0.4 27.2516 26.7750 25.0580 26.9898 24.9135 21.9290 29.1452 27.2895 23.8676 30.3642 27.7258 21.9391 28.3988 25.7839 21.1003 29.2507 28.0763 25.0565 32.1124 28.9680 24.7148 31.8734 28.2190 23.6232 31.9316 28.2635 23.6528 31.4343 28.8427 25.6652 31.1172 27.9734 24.2642 31.1663 28.0180 24.3010 CSSIM 0.1 0.2 0.4 0.8658 0.8515 0.7703 0.9033 0.8065 0.5829 0.9461 0.8917 0.7126 0.9526 0.8820 0.6106 0.9470 0.8703 0.5886 0.9544 0.9211 0.7774 0.9587 0.9154 0.8022 0.9548 0.8981 0.7315 0.9557 0.9005 0.7367 0.9536 0.9144 0.8153 0.9478 0.8906 0.7376 0.9486 0.8927 0.7440 0.6 18.9268 27.1017 25.0112 33.6399 34.9021 19.5305 18.8556 25.0234 24.6901 17.2964 22.0935 21.7061 0.8 32.3614 46.6076 49.6876 61.2821 65.5811 35.7151 36.1183 50.1986 49.6694 31.6936 38.4009 37.7625 0.6 22.2443 19.0997 19.4676 17.0695 16.9605 21.5251 21.1310 19.5098 19.5253 22.4238 21.0160 21.0400 0.8 18.5279 15.4429 15.0727 13.3608 13.4388 17.7844 17.1775 15.5714 15.5769 18.6031 18.2322 18.2593 0.6 0.6145 0.3861 0.4391 0.2950 0.2693 0.5595 0.5947 0.4561 0.4605 0.6391 0.4988 0.5058 0.8 0.3393 0.2201 0.1705 0.1092 0.0846 0.2839 0.2766 0.1606 0.1623 0.3427 0.2440 0.2470 Table 42: Quality measures for the image 38 (Nikon10). 44 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 Onion (135 × 198) NCD·102 0.1 0.2 0.4 2.5617 2.8503 3.5461 2.5521 4.4401 8.7292 1.2970 2.4019 4.8293 0.7153 1.9245 6.9111 0.9810 2.3316 6.6408 0.6134 1.3732 3.2088 0.6262 1.2044 2.5415 0.7311 1.3722 3.3985 0.7245 1.3523 3.3590 0.6487 1.1944 2.3202 0.7574 1.3640 3.1106 0.7491 1.3479 3.0908 PSNR 0.1 0.2 0.4 35.3999 34.2408 31.1180 28.5201 26.5743 24.5165 34.9452 31.7983 27.5360 38.3267 30.9048 23.6221 36.6261 30.5989 23.6438 39.8115 35.3731 30.4800 39.7295 35.3269 30.2537 38.8544 34.6913 28.6693 38.9247 34.7340 28.6947 39.4933 36.5644 32.3738 38.3510 35.6774 31.1247 38.4111 35.7169 31.1994 CSSIM 0.1 0.2 0.4 0.9785 0.9665 0.9341 0.8874 0.7892 0.5428 0.9631 0.9132 0.7866 0.9914 0.9372 0.6981 0.9725 0.8971 0.6306 0.9946 0.9713 0.8899 0.9910 0.9751 0.9399 0.9857 0.9648 0.8594 0.9857 0.9661 0.8620 0.9908 0.9762 0.9556 0.9841 0.9670 0.8772 0.9848 0.9680 0.8800 0.6 5.2326 13.1634 10.6905 17.8376 16.1850 6.4607 5.6345 8.7247 8.6230 4.6182 6.8745 6.7016 0.8 12.5256 24.0442 26.4766 36.2287 35.8377 15.4380 14.5128 25.2914 25.0635 12.0162 20.9877 20.6718 0.6 26.1154 22.6938 21.2278 17.6162 18.3760 24.4313 23.9283 22.1354 22.1516 26.4445 26.2698 26.3314 0.8 20.3850 18.2821 15.5501 13.4348 13.6322 19.0088 18.8936 16.7679 16.7806 20.6868 19.8232 19.8619 0.6 0.8307 0.3689 0.5069 0.3482 0.3112 0.7140 0.7765 0.6172 0.6191 0.8490 0.6709 0.6773 0.8 0.4952 0.1718 0.1874 0.1432 0.1125 0.3780 0.4381 0.2227 0.2240 0.5312 0.2538 0.2560 Table 43: Quality measures for the image 39 (Onion). 45 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 Pbase01 (300 × 400) NCD·102 0.1 0.2 0.4 5.1503 5.4421 6.2731 1.6481 2.9623 5.6338 1.2601 2.2230 4.6485 1.2278 2.1994 6.1598 1.3085 2.4180 5.9858 1.7477 2.5748 4.5165 0.8657 1.8524 4.1779 0.8433 1.8325 4.3234 0.8246 1.8084 4.2933 0.8796 1.8443 3.8936 0.8720 1.8466 3.9662 0.8544 1.8220 3.9384 PSNR 0.1 0.2 0.4 26.6820 26.3333 25.0657 28.1814 26.1467 23.3501 29.7832 27.9520 24.1717 30.7173 27.9692 21.5279 29.6580 26.9297 21.6973 29.1948 28.0078 25.2538 33.2858 29.7446 25.2695 33.2903 29.5386 24.6286 33.3411 29.5764 24.6463 33.2418 30.0601 26.4095 33.2224 29.7462 26.0164 33.2701 29.7867 26.0406 CSSIM 0.1 0.2 0.4 0.6580 0.6546 0.6372 0.9082 0.8216 0.6455 0.9146 0.8522 0.7029 0.9354 0.8845 0.6613 0.9324 0.8688 0.6565 0.8611 0.8193 0.7196 0.9691 0.9061 0.7458 0.9771 0.9212 0.7636 0.9758 0.9168 0.7540 0.9675 0.9097 0.7714 0.9750 0.9233 0.7936 0.9739 0.9192 0.7839 0.6 7.9266 9.1742 9.4801 14.0943 13.4468 7.4084 7.9772 9.3397 9.3063 6.9406 7.6305 7.5946 0.8 11.9303 17.4449 20.2638 26.9960 27.7674 12.7221 13.0833 20.1771 20.1224 11.8918 16.3260 16.2503 0.6 22.5862 20.5074 19.3998 16.5456 17.0379 21.9095 21.5886 19.7976 19.8100 22.6985 22.0735 22.0933 0.8 18.8645 16.0023 14.6726 12.8876 13.0098 18.0285 17.9164 15.8352 15.8552 18.9002 17.8509 17.8707 0.6 0.5648 0.4741 0.4750 0.3609 0.3588 0.5733 0.5509 0.5241 0.5196 0.6143 0.6054 0.6001 0.8 0.4064 0.2937 0.2180 0.1498 0.1322 0.3708 0.3528 0.2414 0.2411 0.4126 0.3234 0.3225 Table 44: Quality measures for the image 40 (Pbase01). 46 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 Pbase02 (300 × 400) NCD·102 0.1 0.2 0.4 2.7830 2.9839 3.7148 2.8552 5.5169 11.0562 1.5372 2.7581 5.8252 0.8977 2.0849 8.0309 1.2805 2.8145 8.1107 0.9589 1.8553 4.2587 0.9112 1.6246 3.3635 1.0576 2.0104 4.5874 1.0470 1.9886 4.5677 0.9756 1.6244 2.9718 1.1355 2.1235 4.0988 1.1249 2.1005 4.0773 PSNR 0.1 0.2 0.4 32.7072 32.1561 29.9348 29.5918 27.2408 24.5548 33.8018 31.5939 27.0960 35.9014 31.5409 23.5393 34.7363 30.0198 23.1583 35.8947 33.5860 28.9711 36.8469 33.6182 28.1506 36.4715 32.8930 26.7453 36.5077 32.9287 26.7680 36.3729 33.9533 30.5217 36.0662 32.8944 28.8338 36.0989 32.9413 28.8781 CSSIM 0.1 0.2 0.4 0.9414 0.9358 0.9063 0.9044 0.8116 0.5912 0.9663 0.9309 0.8063 0.9852 0.9491 0.7169 0.9748 0.9174 0.6820 0.9797 0.9574 0.8661 0.9796 0.9578 0.8935 0.9786 0.9472 0.8387 0.9791 0.9493 0.8409 0.9787 0.9584 0.9159 0.9775 0.9460 0.8645 0.9782 0.9484 0.8670 0.6 5.7172 16.6010 12.4825 20.7763 19.4739 8.2630 6.9473 11.0914 10.9618 5.2562 8.7407 8.5597 0.8 14.5157 27.8856 30.1296 41.8133 43.2656 19.0076 18.7136 31.6517 31.4098 14.4530 24.2980 23.8884 0.6 25.5355 22.1665 21.3168 17.6230 17.9905 23.9649 23.1482 21.4833 21.5013 25.6964 25.0422 25.0924 0.8 19.8913 17.8359 15.7841 13.5675 13.4083 18.7748 17.7945 16.3657 16.3770 19.7299 19.4552 19.4949 0.6 0.7995 0.4003 0.5451 0.3657 0.3454 0.6895 0.7293 0.5953 0.6000 0.8104 0.6619 0.6695 0.8 0.4897 0.2340 0.2042 0.1403 0.1058 0.3723 0.3797 0.1899 0.1923 0.4918 0.2608 0.2644 Table 45: Quality measures for the image 41 (Pbase02). 47 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 Pbase03 (300 × 400) NCD·102 0.1 0.2 0.4 9.3122 9.7936 11.3717 3.4402 6.3630 12.6392 2.8682 5.1806 10.4913 2.9239 4.9265 12.8154 2.6072 5.2239 13.4475 2.3872 4.3657 9.0139 2.0457 4.1427 9.0134 2.1547 4.3781 9.8493 2.1328 4.3275 9.7856 2.1216 4.2160 8.7754 2.2409 4.4477 9.4135 2.2192 4.3979 9.3306 PSNR 0.1 0.2 0.4 27.2619 26.9537 25.7475 29.2131 27.2649 24.2062 29.6803 28.1563 24.7592 30.3419 28.5000 22.4384 30.2592 27.5870 21.8850 30.6909 29.1856 26.0939 34.0406 30.8554 25.8341 33.7845 30.5305 25.3749 33.8474 30.5787 25.4001 33.6574 30.9089 27.1449 33.4286 30.4775 26.6833 33.4819 30.5282 26.7199 CSSIM 0.1 0.2 0.4 0.8027 0.7856 0.7270 0.9121 0.8251 0.6085 0.9443 0.8835 0.7081 0.9445 0.8890 0.6354 0.9575 0.8802 0.5903 0.9617 0.9175 0.7716 0.9736 0.9251 0.7693 0.9723 0.9192 0.7316 0.9723 0.9198 0.7322 0.9713 0.9240 0.7823 0.9695 0.9163 0.7444 0.9694 0.9170 0.7461 0.6 15.0931 20.8458 20.5008 27.9343 29.0183 15.9434 15.8214 20.0718 19.9024 14.5802 16.9456 16.7562 0.8 25.0405 36.4091 40.5706 51.5450 55.7695 28.7118 28.9367 41.3331 41.0632 25.2518 31.2695 30.8729 0.6 23.0092 20.8935 20.0609 17.2434 17.3339 22.2521 21.7230 20.4300 20.4434 23.3236 23.0344 23.0611 0.8 19.1645 16.6607 15.4064 13.4257 13.4706 18.2408 17.6725 16.1620 16.1834 19.1658 19.2858 19.3198 0.6 0.5839 0.3920 0.4205 0.3002 0.2583 0.5495 0.5582 0.4353 0.4369 0.5967 0.4925 0.4951 0.8 0.3269 0.2082 0.1654 0.1059 0.0817 0.2739 0.2708 0.1609 0.1614 0.3259 0.2374 0.2384 Table 46: Quality measures for the image 42 (Pbase03). 48 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 Pbase05 (300 × 400) NCD·102 0.1 0.2 0.4 15.0604 15.8279 18.1625 3.9694 7.7282 15.8204 4.7883 7.9727 14.6803 4.1640 7.1600 16.0203 4.9179 8.1967 16.3388 6.0826 8.5265 13.9314 3.1158 6.3980 13.2395 2.9544 6.1886 13.4081 2.9252 6.1469 13.3426 3.2092 6.5143 13.1219 3.0967 6.3736 13.3175 3.0678 6.3309 13.2449 PSNR 0.1 0.2 0.4 21.9404 21.6729 20.7211 25.4914 22.9694 19.4823 23.7484 22.3939 20.2373 25.4577 23.8485 19.8050 23.3935 21.7866 18.7307 23.4499 22.7237 21.0893 28.3272 25.3277 21.6873 28.4282 25.3046 21.4199 28.4458 25.3198 21.4253 28.0698 25.3444 22.0278 28.0140 25.2114 21.8140 28.0298 25.2254 21.8220 CSSIM 0.1 0.2 0.4 0.5266 0.5070 0.4289 0.8680 0.7336 0.4784 0.7993 0.6846 0.4757 0.8388 0.7395 0.4751 0.8159 0.7052 0.4518 0.7542 0.6791 0.5198 0.9239 0.8101 0.5820 0.9329 0.8192 0.5755 0.9330 0.8186 0.5741 0.9181 0.8055 0.5851 0.9255 0.8109 0.5738 0.9254 0.8103 0.5725 0.6 22.3045 27.4442 25.1811 29.7075 29.8479 21.0232 21.4324 24.1102 24.0252 20.7900 22.7020 22.5925 0.8 31.3731 43.7188 43.3041 48.6036 50.0459 32.4602 31.6810 40.6922 40.3651 31.1093 36.2317 35.9346 0.6 19.1757 16.3438 17.3048 16.0013 15.6283 19.0769 19.0687 17.9665 17.9654 19.4965 18.8263 18.8253 0.8 16.6883 13.7246 13.9148 12.8729 12.6794 16.3804 16.4818 15.3278 15.3428 16.7129 16.2697 16.2872 0.6 0.3164 0.2629 0.2700 0.2326 0.2227 0.3530 0.3638 0.3158 0.3145 0.3819 0.3386 0.3380 0.8 0.1653 0.1298 0.1135 0.0989 0.0850 0.1739 0.1705 0.1318 0.1314 0.1909 0.1649 0.1653 Table 47: Quality measures for the image 43 (Pbase05). 49 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 Pears (394 × 409) NCD·102 0.1 0.2 0.4 0.9656 1.0227 1.2902 2.3444 3.8687 6.6755 0.5883 0.9314 2.2530 0.2776 0.7202 4.5532 0.3251 0.8688 3.8467 0.1740 0.3873 1.1909 0.1422 0.3097 1.1481 0.1419 0.3025 1.3084 0.1430 0.3071 1.3114 0.1376 0.2833 0.7244 0.1367 0.2704 0.6777 0.1381 0.2751 0.6791 PSNR 0.1 0.2 0.4 37.4906 36.9559 33.3383 26.7845 25.2384 23.5087 35.4652 33.6778 28.0219 39.9714 34.0227 23.5099 38.8116 32.5279 24.2760 44.5508 39.7074 31.4651 44.5322 39.4037 30.2740 43.9849 39.1173 29.6170 44.0737 39.1265 29.6127 45.0667 41.3017 34.5088 44.4398 41.0492 35.1682 44.5407 41.0847 35.2040 CSSIM 0.1 0.2 0.4 0.9998 0.9991 0.9877 0.8587 0.7503 0.5668 0.9842 0.9722 0.9014 0.9977 0.9798 0.7777 0.9918 0.9624 0.7764 0.9990 0.9948 0.9617 1.0000 0.9982 0.9654 1.0000 0.9981 0.9593 1.0000 0.9980 0.9591 1.0000 1.0000 0.9924 1.0000 1.0000 0.9985 1.0000 1.0000 0.9981 0.6 2.5123 9.4793 7.0529 15.3348 13.2191 3.3488 3.6315 5.8595 5.8142 2.2310 3.6324 3.5146 0.8 9.9125 20.3024 22.4039 33.8921 36.1357 11.8029 13.2332 24.4407 24.3255 9.9513 15.8590 15.6241 0.6 26.9832 22.1728 21.2239 17.2708 18.0301 25.0633 23.7764 21.9980 22.0207 27.0510 26.9501 27.0780 0.8 19.6186 17.0319 15.3681 13.2412 12.8839 18.7119 17.7727 15.7641 15.7760 19.5115 18.7908 18.8759 0.6 0.9133 0.4078 0.6440 0.3869 0.3955 0.8435 0.8314 0.7476 0.7489 0.9208 0.8312 0.8364 0.8 0.5809 0.2396 0.2332 0.1437 0.0978 0.4937 0.4575 0.2095 0.2106 0.5829 0.2935 0.2957 Table 48: Quality measures for the image 44 (Pears). 50 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 0.1 2.4497 3.4198 0.5949 0.7071 0.5326 0.4438 0.3710 0.3921 0.3782 0.3693 0.3922 0.3786 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 0.1 29.2685 26.2964 32.9170 32.9514 33.4190 34.4252 36.6881 35.9572 36.1739 36.6038 35.8236 36.0291 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 0.1 0.9988 0.8412 0.9958 0.9949 0.9961 0.9998 0.9996 0.9994 0.9994 0.9999 0.9996 0.9997 Sail (512 × 768) NCD·102 0.2 0.4 2.5886 3.0889 5.5137 8.7699 1.1940 3.4699 1.5756 7.5353 1.3020 5.0812 0.8661 2.1494 0.8100 2.2599 0.8583 2.5821 0.8368 2.5558 0.7813 1.9081 0.8362 2.1147 0.8143 2.0893 PSNR 0.2 0.4 28.8218 27.2622 24.6799 22.6748 30.3967 25.3664 29.3144 21.8232 29.4215 22.9894 31.9600 27.7456 32.8822 27.3107 32.1536 26.3271 32.2888 26.3709 33.1553 28.6300 32.3219 27.4791 32.4616 27.5375 CSSIM 0.2 0.4 0.9978 0.9807 0.7514 0.5911 0.9835 0.8921 0.9619 0.7110 0.9708 0.7897 0.9972 0.9676 0.9975 0.9724 0.9954 0.9491 0.9955 0.9495 0.9990 0.9840 0.9975 0.9793 0.9975 0.9795 0.6 5.2234 11.9700 10.9852 22.2422 17.7003 5.5084 5.6605 8.9681 8.9047 4.8092 6.4337 6.3393 0.8 15.7898 30.1441 32.2837 45.1585 47.4442 17.0679 17.3047 25.9684 25.6844 15.7271 19.4977 19.0949 0.6 23.5961 19.9522 19.6114 16.5489 17.0823 22.9258 22.7789 20.5337 20.5601 23.6685 22.6519 22.7152 0.8 18.0904 14.2752 14.4471 12.9652 12.2678 17.6598 17.5179 16.0295 16.0729 18.0801 18.4050 18.5105 0.6 0.8699 0.4675 0.5779 0.3205 0.3805 0.8229 0.8336 0.7023 0.7032 0.8732 0.7970 0.7986 0.8 0.4847 0.2262 0.1704 0.1200 0.0790 0.4350 0.4387 0.1857 0.1863 0.4873 0.2478 0.2491 Table 49: Quality measures for the image 45 (Sail). 51 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 Sample9 (400 × 600) NCD·102 0.1 0.2 0.4 1.0771 1.1692 1.6207 4.2840 7.0249 12.0377 1.0038 1.6516 3.9584 0.4366 1.2017 7.5694 0.7809 1.9459 7.9659 0.4194 0.8802 2.4870 0.3738 0.7748 2.4230 0.4397 0.9189 2.9816 0.4355 0.9123 2.9600 0.3695 0.7240 1.6373 0.4387 0.8602 1.8895 0.4346 0.8543 1.8710 PSNR 0.1 0.2 0.4 41.0135 40.4713 34.9408 27.6918 26.5639 25.1394 38.7337 36.6954 29.5736 42.7017 36.0793 24.3338 39.5963 32.5215 24.0415 45.3132 41.7631 31.9937 44.9942 40.3936 29.7411 44.4178 39.9837 29.4754 44.6061 40.0955 29.4942 45.9539 43.0655 35.5466 44.9269 42.3050 37.0953 45.1376 42.4906 37.2154 CSSIM 0.1 0.2 0.4 0.9935 0.9924 0.9763 0.8634 0.7804 0.6409 0.9825 0.9696 0.8979 0.9959 0.9773 0.7701 0.9874 0.9491 0.7282 0.9973 0.9911 0.9446 0.9985 0.9942 0.9485 0.9978 0.9924 0.9367 0.9978 0.9924 0.9373 0.9989 0.9965 0.9806 0.9981 0.9953 0.9797 0.9980 0.9952 0.9802 0.6 3.7574 15.3294 11.3921 24.8410 23.9346 6.3639 7.6438 11.3323 11.2477 4.3478 6.7614 6.5993 0.8 16.2179 35.4246 35.8306 56.1349 60.8799 20.7783 24.4459 41.9559 41.6967 16.9730 24.7407 24.2401 0.6 27.3923 24.1261 22.2393 17.8217 18.2193 25.1074 22.8107 21.8982 21.9143 27.1833 27.6445 27.7818 0.8 19.9015 17.2169 16.0072 13.5008 13.2916 18.8499 17.4147 16.0816 16.0928 19.9280 20.0080 20.0991 0.6 0.8862 0.5804 0.6529 0.3880 0.3564 0.8024 0.7719 0.6994 0.7016 0.8861 0.8169 0.8218 0.8 0.5469 0.3564 0.2430 0.1247 0.0814 0.4420 0.4012 0.2225 0.2244 0.5503 0.3509 0.3551 Table 50: Quality measures for the image 46 (Sample9). 52 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 Scantext (512 × 512) NCD·102 0.1 0.2 0.4 11.0109 11.4264 12.7041 2.3041 4.1642 8.1450 2.7744 4.5643 8.6775 2.7540 4.0755 8.4361 5.3359 6.8514 10.8808 6.9704 8.0120 10.4456 1.3727 3.1001 7.0398 1.3128 2.9346 6.6245 1.3176 2.9417 6.6331 1.7023 3.2849 6.8262 1.7857 3.2396 6.4229 1.7902 3.2470 6.4301 PSNR 0.1 0.2 0.4 21.1477 20.7914 19.8076 25.4301 22.5806 18.8950 24.5929 22.6448 19.5179 25.4513 23.7014 19.7012 21.3004 20.1507 17.6957 22.3400 21.6599 20.1542 27.8233 24.7037 20.9335 27.8716 24.9584 21.1218 27.8745 24.9632 21.1237 27.1651 24.6324 21.4682 26.7772 24.5300 21.4556 26.7774 24.5310 21.4566 CSSIM 0.1 0.2 0.4 0.8421 0.8173 0.7602 0.9185 0.8661 0.7686 0.9147 0.8658 0.7654 0.9126 0.8572 0.7106 0.8280 0.7929 0.6781 0.8562 0.8300 0.7669 0.9571 0.9019 0.7839 0.9545 0.8993 0.7789 0.9542 0.8987 0.7785 0.9487 0.9005 0.7967 0.9347 0.8907 0.7946 0.9343 0.8900 0.7941 0.6 15.0246 13.4432 13.7214 15.7219 17.5441 13.7629 12.2803 11.6297 11.6403 11.2841 10.4618 10.4622 0.8 19.9283 20.0763 22.4467 27.1919 27.4084 19.5607 19.5525 19.5255 19.5303 17.7084 15.8614 15.7952 0.6 18.3551 15.5538 17.0266 16.0719 15.0952 18.3360 18.2667 17.9904 17.9900 18.9362 18.7374 18.7381 0.8 16.2444 12.8145 14.1389 12.9451 12.7035 16.0431 16.1735 15.0141 15.0110 16.3982 16.2342 16.2345 0.6 0.6616 0.6649 0.6133 0.5110 0.4852 0.6572 0.6680 0.6285 0.6286 0.6835 0.6915 0.6914 0.8 0.5048 0.5273 0.3990 0.2999 0.2781 0.4879 0.5097 0.4218 0.4219 0.5273 0.5503 0.5506 Table 51: Quality measures for the image 47 (Scantext). 53 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 SonyDSC02 (487 × 647) NCD·102 0.1 0.2 0.4 3.2288 3.4444 4.2776 4.2743 8.2165 16.4372 2.0787 3.8169 8.4204 1.3000 3.0313 11.4941 2.0645 4.4363 12.1835 1.3567 2.8090 6.4021 1.0117 1.7837 4.0595 1.2807 2.3983 5.5856 1.2563 2.3503 5.4846 1.0918 1.8096 3.3445 1.4771 2.5475 4.9341 1.4492 2.5005 4.8374 PSNR 0.1 0.2 0.4 32.7559 32.2943 29.9290 29.0717 27.0121 24.3607 33.9464 32.0465 27.1836 35.3983 31.9589 23.5591 34.3516 30.1225 23.1699 36.0139 33.6920 28.9253 37.6723 33.8957 28.0745 36.8755 32.8500 26.7824 36.9964 32.9469 26.8290 36.9689 34.2330 30.5144 36.2776 32.9868 28.6930 36.3865 33.0893 28.7646 CSSIM 0.1 0.2 0.4 0.9644 0.9582 0.9257 0.8811 0.7531 0.4883 0.9645 0.9227 0.7764 0.9804 0.9378 0.6657 0.9658 0.8911 0.6056 0.9823 0.9515 0.8405 0.9848 0.9686 0.8983 0.9805 0.9525 0.8484 0.9814 0.9534 0.8506 0.9826 0.9701 0.9366 0.9770 0.9490 0.8776 0.9784 0.9511 0.8791 0.6 7.2222 25.9383 18.2411 29.0047 28.2809 12.6083 9.6459 14.8568 14.5823 6.5635 11.7225 11.3894 0.8 20.2839 42.1257 44.0115 56.7454 59.0178 27.8849 26.8576 45.1313 44.5802 20.2395 33.6738 32.8767 0.6 25.4699 22.0412 20.9882 17.6899 17.8861 23.7245 22.6402 21.3419 21.3682 25.7578 24.9871 25.0598 0.8 19.8746 18.0910 15.3614 13.5900 13.4453 18.7424 17.5488 16.3559 16.3689 19.7389 19.4368 19.4861 0.6 0.8082 0.2681 0.4742 0.2857 0.2557 0.6348 0.6985 0.5723 0.5758 0.8173 0.6273 0.6332 0.8 0.4445 0.1312 0.1312 0.0875 0.0612 0.3017 0.3116 0.1303 0.1334 0.4406 0.1829 0.1891 Table 52: Quality measures for the image 48 (SonyDSC02). 54 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 SonyDSC24 (413 × 409) NCD·102 0.1 0.2 0.4 0.8918 0.8875 0.8758 0.9739 0.9508 0.9046 0.9752 0.9573 0.9155 0.9741 0.9586 0.9054 0.9647 0.9463 0.8970 0.9538 0.9399 0.9086 0.9811 0.9613 0.9193 0.9817 0.9613 0.9160 0.9819 0.9617 0.9167 0.9802 0.9605 0.9214 0.9804 0.9600 0.9183 0.9806 0.9604 0.9191 PSNR 0.1 0.2 0.4 22.8587 22.4697 21.4421 26.1968 23.8283 20.8360 26.0384 24.3686 21.2117 27.0775 24.9129 20.1826 24.1359 22.6406 19.4751 24.3339 23.5295 21.7996 28.5606 25.6951 22.0180 28.6459 25.6486 21.6491 28.6653 25.6688 21.6616 28.2038 25.5981 22.5432 28.0154 25.4696 22.1124 28.0302 25.4864 22.1277 CSSIM 0.1 0.2 0.4 0.4970 0.4842 0.4441 0.8697 0.7391 0.4835 0.8592 0.7587 0.5362 0.8652 0.7858 0.5231 0.8142 0.7259 0.4879 0.7318 0.6751 0.5421 0.9231 0.8107 0.5856 0.9285 0.8133 0.5631 0.9281 0.8128 0.5614 0.9145 0.8051 0.5945 0.9187 0.8058 0.5700 0.9185 0.8053 0.5691 0.6 0.8531 0.8429 0.8458 0.8071 0.8079 0.8652 0.8643 0.8478 0.8488 0.8735 0.8619 0.8631 0.8 0.8052 0.7378 0.7228 0.6689 0.6633 0.8006 0.7994 0.7299 0.7309 0.8052 0.7678 0.7694 0.6 19.6772 17.9397 17.5788 15.7942 15.8991 19.4443 19.4949 18.0501 18.0602 19.9270 19.1200 19.1330 0.8 17.2348 14.5117 13.8958 12.5920 12.6781 16.7869 16.8963 14.8318 14.8545 17.1629 16.3436 16.3623 0.6 0.3611 0.2752 0.3008 0.2490 0.2322 0.3786 0.3770 0.3164 0.3161 0.4048 0.3460 0.3461 0.8 0.2198 0.1255 0.1225 0.1032 0.0857 0.2096 0.2114 0.1265 0.1268 0.2246 0.1547 0.1554 Table 53: Quality measures for the image 49 (SonyDSC24). 55 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 p VMF IPGSAMF FIVF AVMF PGSAMF RODSF LRODFm=3 LROD-AMFm=3 LROD-PMFm=3 LRODFm=4 LROD-AMFm=4 LROD-PMFm=4 Tulips (512 × 768) NCD·102 0.1 0.2 0.4 2.0324 2.2256 2.8961 2.9465 5.3741 10.0757 1.0911 2.1929 5.2006 0.6872 1.9316 8.0982 1.0909 2.5114 7.4093 0.6595 1.4061 3.4386 0.5597 1.0612 2.4357 0.6729 1.3423 3.6582 0.6674 1.3310 3.6354 0.5778 1.0449 2.0966 0.7447 1.4145 3.1558 0.7398 1.4057 3.1281 PSNR 0.1 0.2 0.4 34.8441 33.8284 30.3535 28.6280 26.6718 24.3013 36.3402 32.9076 26.9262 37.0541 31.5380 23.0296 36.0372 30.7233 23.4346 38.8023 35.3295 29.2852 38.9899 35.6804 29.1762 37.7011 34.2395 27.3662 37.7824 34.2963 27.3929 38.8243 36.0115 31.2770 37.3328 34.1398 29.4835 37.3993 34.1970 29.5380 CSSIM 0.1 0.2 0.4 0.9939 0.9917 0.9687 0.8871 0.7886 0.5779 0.9820 0.9529 0.8389 0.9916 0.9545 0.7160 0.9802 0.9292 0.7097 0.9934 0.9792 0.9144 0.9955 0.9922 0.9529 0.9924 0.9782 0.8929 0.9928 0.9788 0.8951 0.9956 0.9955 0.9793 0.9911 0.9765 0.9197 0.9916 0.9778 0.9230 0.6 4.9598 15.1675 12.5566 21.4765 18.8875 7.4116 5.9466 10.4188 10.2900 4.4665 8.1116 7.9331 0.8 14.0422 26.9150 31.7643 42.6700 42.7596 17.9186 17.2329 31.4403 31.2309 13.8000 22.7877 22.4258 0.6 25.4298 21.9724 20.7675 17.3315 17.8715 23.8400 23.2313 21.2427 21.2650 25.4464 24.4710 24.5301 0.8 19.6171 16.9707 15.2578 13.4293 13.2821 18.6575 17.9460 16.0120 16.0250 19.4801 18.9203 18.9736 0.6 0.8673 0.3986 0.5570 0.3490 0.3614 0.7534 0.8026 0.6341 0.6379 0.8769 0.7032 0.7116 0.8 0.5259 0.2207 0.1968 0.1356 0.1054 0.4196 0.4369 0.1964 0.1990 0.5304 0.2621 0.2657 Table 54: Quality measures for the image 50 (Tulips). 56