Research Article
Improved Chaos-Based Cryptosystem for Medical Image Encryption and Decryption
Table 9
PSNR, SSIM, and NC results between the original and the corresponding decrypted image under different variance of Gaussian white noise.
| Image | Noise | Gaussian white | Variance | 0.005 | 0.009 | 0.01 | 0.05 | 0.09 | 0.1 | 0.5 |
| Lena 512 × 512 × 3 | PSNR | 38.90 | 37.81 | 35.61 | 33.19 | 29.11 | 28.23 | 23.61 | SSIM | 0.906 | 0.837 | 0.824 | 0.725 | 0.658 | 0.548 | 0.409 | NC | 0.947 | 0.893 | 0.781 | 0.719 | 0.695 | 0.663 | 0.465 |
| Peppers 512 × 512 × 3 | PSNR | 38.75 | 12.72 | 12.54 | 10.21 | 9.56 | 9.45 | 8.17 | SSIM | 0.932 | 0.882 | 0.832 | 0.754 | 0.622 | 0.541 | 0.415 | NC | 0.954 | 0.889 | 0.847 | 0.783 | 0.637 | 0.515 | 0.457 |
| Baboon 512 × 512 × 3 | PSNR | 39.19 | 38.15 | 36.07 | 33.83 | 29.75 | 28.54 | 23.77 | SSIM | 0.922 | 0.876 | 0.763 | 0.604 | 0.571 | 0.530 | 0.405 | NC | 0.983 | 0.891 | 0.800 | 0.751 | 0.540 | 0.508 | 0.443 |
| 3D ultrasound baby 2844 × 4044 × 3 | PSNR | 39.43 | 38.53 | 36.10 | 33.71 | 29.02 | 28.90 | 23.82 | SSIM | 0.971 | 0.877 | 0.849 | 0.732 | 0.650 | 0.635 | 0.412 | NC | 0.982 | 0.925 | 0.872 | 0.747 | 0.636 | 0.622 | 0.397 |
| 3D scanner ankle 1080 × 1920 x 3 | PSNR | 39.72 | 38.13 | 37.81 | 32.76 | 29.15 | 27.42 | 23.85 | SSIM | 0.981 | 0.893 | 0.867 | 0.759 | 0.673 | 0.648 | 0.415 | NC | 0.996 | 0.953 | 0.891 | 0.756 | 0.647 | 0.631 | 0.421 |
| 3D chest radiography 2400 × 2956 × 3 | PSNR | 39.86 | 38.57 | 36.22 | 33.72 | 29.33 | 28.94 | 24.03 | SSIM | 0.981 | 0.895 | 0.862 | 0.743 | 0.659 | 0.643 | 0.425 | NC | 0.993 | 0.936 | 0.895 | 0.786 | 0.671 | 0.655 | 0.443 |
| 3D X-ray 3816 × 2832 × 3 | PSNR | 39.59 | 38.42 | 36.86 | 33.61 | 29.22 | 28.47 | 23.69 | SSIM | 0.982 | 0.879 | 0.850 | 0.737 | 0.656 | 0.641 | 0.419 | NC | 0.989 | 0.981 | 0.864 | 0.791 | 0.677 | 0.669 | 0.453 |
| 3D CT-scan 800 × 600 × 3 | PSNR | 38.78 | 38.05 | 35.91 | 33.11 | 29.23 | 28.15 | 23.39 | SSIM | 0.975 | 0.853 | 0.824 | 0.718 | 0.629 | 0.631 | 0.402 | NC | 0.982 | 0.968 | 0.837 | 0.745 | 0.653 | 0.646 | 0.420 |
| 1D ultrasound 1200 × 700 | PSNR | 39.14 | 38.42 | 35.98 | 33.47 | 28.87 | 27.97 | 23.52 | SSIM | 0.972 | 0.846 | 0.815 | 0.698 | 0.609 | 0.522 | 0.389 | NC | 0.980 | 0.959 | 0.828 | 0.719 | 0.627 | 0.569 | 0.390 |
| MRI 456 × 456 × 1 | PSNR | 38.72 | 37.85 | 35.21 | 32.71 | 28.18 | 27.46 | 23.31 | SSIM | 0.973 | 0.851 | 0.809 | 0.692 | 0.589 | 0.519 | 0.382 | NC | 0.986 | 0.965 | 0.829 | 0.714 | 0.631 | 0.573 | 0.387 |
| Endoscopy 634 × 549 | PSNR | 38.68 | 37.87 | 35.25 | 32.68 | 28.12 | 27.37 | 23.22 | SSIM | 0.975 | 0.846 | 0.811 | 0.697 | 0.585 | 0.5116 | 0.379 | NC | 0.984 | 0.960 | 0.826 | 0.705 | 0.629 | 0.569 | 0.386 |
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