Data | Case | Index | Noisy | BM4D | LRMR | NAIRLMA | LLRGTV | MTGSNMF | SSTVSSLR | HSI-SDeCNN | Proposed |
---|---|---|---|---|---|---|---|---|---|---|---|
Pavia City Center | Case 1.1 | MSSIM | 0.6171 | 0.8733 | 0.9231 | 0.9097 | 0.9371 | 0.9134 | 0.9648 | 32.4234 | 36.0600 |
MPSNR | 21.9965 | 28.8643 | 34.2711 | 33.2518 | 33.1852 | 32.7918 | 35.9404 | 0.9099 | 0.9649 | ||
MSAM | 0.4065 | 0.1828 | 0.1347 | 0.1365 | 0.1216 | 0.1073 | 0.0835 | 0.0837 | 0.0725 | ||
Case 1.2 | MSSIM | 0.6035 | 0.8571 | 0.8956 | 0.8822 | 31.1852 | 32.0895 | 35.7635 | 32.2080 | 36.0034 | |
MPSNR | 21.8069 | 28.4804 | 33.5066 | 32.4568 | 0.9006 | 0.8865 | 0.9675 | 0.9062 | 0.9640 | ||
MSAM | 0.4162 | 0.1970 | 0.1702 | 0.1719 | 0.1601 | 0.1322 | 0.0820 | 0.0824 | 0.0737 | ||
Case 1.3 | MPSNR | 21.6737 | 28.2445 | 33.0097 | 31.9684 | 29.9663 | 31.7315 | 35.8176 | 32.0031 | 36.0308 | |
MSSIM | 0.5920 | 0.8331 | 0.8688 | 0.8562 | 0.8600 | 0.8610 | 0.9674 | 0.9014 | 0.9637 | ||
MSAM | 0.4277 | 0.2188 | 0.2095 | 0.2084 | 0.2066 | 0.1629 | 0.0814 | 0.0837 | 0.0746 | ||
Washington DC Mall | Case 1.1 | MPSNR | 22.1431 | 29.4537 | 33.9224 | 32.9172 | 30.9876 | 32.2850 | 32.2048 | 31.5393 | 33.2762 |
MSSIM | 0.5973 | 0.8648 | 0.9151 | 0.8974 | 0.9160 | 0.9034 | 0.9484 | 0.8836 | 0.9458 | ||
MSAM | 0.2529 | 0.0981 | 0.0711 | 0.0772 | 0.0948 | 0.0730 | 0.0789 | 0.0653 | 0.0737 | ||
Case 1.2 | MPSNR | 21.9653 | 29.1826 | 33.0382 | 32.0552 | 30.1744 | 31.3883 | 32.0673 | 31.2583 | 33.3083 | |
MSSIM | 0.5849 | 0.8365 | 0.8780 | 0.8608 | 0.8977 | 0.8639 | 0.9481 | 0.8786 | 0.9483 | ||
MSAM | 0.2599 | 0.1079 | 0.0911 | 0.0967 | 0.0974 | 0.0895 | 0.0793 | 0.0670 | 0.0701 | ||
Case 1.3 | MPSNR | 21.8041 | 28.6449 | 32.7534 | 31.8789 | 29.7272 | 31.0952 | 32.1200 | 31.0231 | 33.5792 | |
MSSIM | 0.5759 | 0.8280 | 0.8678 | 0.8537 | 0.8865 | 0.8526 | 0.9474 | 0.8750 | 0.9498 | ||
MSAM | 0.2648 | 0.1161 | 0.1074 | 0.1120 | 0.1002 | 0.1035 | 0.0804 | 0.0675 | 0.0686 | ||
Pavia City Center | Case 2.1 | MPSNR | 22.1778 | 29.2245 | 35.3324 | 34.3549 | 35.3313 | 33.9347 | 36.0780 | 32.8417 | 35.9326 |
MSSIM | 0.6282 | 0.8884 | 0.9509 | 0.9409 | 0.9619 | 0.9421 | 0.9688 | 0.9149 | 0.9647 | ||
MSAM | 0.3978 | 0.1690 | 0.1058 | 0.1027 | 0.0879 | 0.0860 | 0.0845 | 0.0795 | 0.0719 | ||
Case 2.2 | MPSNR | 21.8084 | 28.4413 | 33.3412 | 32.2899 | 33.1497 | 32.0765 | 35.6895 | 32.0973 | 0.9636 | |
MSSIM | 0.6042 | 0.8538 | 0.8959 | 0.8819 | 0.8969 | 0.8894 | 0.9675 | 0.9056 | 35.9098 | ||
MSAM | 0.4158 | 0.1976 | 0.1590 | 0.1617 | 0.1564 | 0.1248 | 0.0821 | 0.0837 | 0.0736 | ||
1Washington DC Mall | Case 2.1 | MPSNR | 22.3323 | 30.1137 | 34.9586 | 33.8592 | 31.3144 | 33.4425 | 32.2904 | 31.7312 | 32.8801 |
MSSIM | 0.6073 | 0.8800 | 0.9398 | 0.9228 | 0.9227 | 0.9318 | 0.0792 | 0.8858 | 0.9462 | ||
MSAM | 0.2477 | 0.0916 | 0.0573 | 0.0611 | 0.0950 | 0.0570 | 0.9489 | 0.0648 | 0.0786 | ||
Case 2.2 | MPSNR | 21.9461 | 29.0930 | 33.0130 | 32.0680 | 30.2386 | 31.3416 | 32.0831 | 31.2975 | 33.5533 | |
MSSIM | 0.5848 | 0.8398 | 0.8814 | 0.8657 | 0.8981 | 0.8689 | 0.9484 | 0.8804 | 0.9510 | ||
MSAM | 0.2598 | 0.1071 | 0.0879 | 0.0926 | 0.0979 | 0.0852 | 0.0793 | 0.0656 | 0.0744 |