Table 4 Quantitative results of X-ray image denoising using soft thresholding, in terms of PSNR, SSIM, MSE, RMSE, VIF, FOM, MAE, and processing time metrics.
From: Efficient real-world image denoising using multi-scale gaussian pyramids
Method | PSNR (dB) | SSIM | MSE | RMSE | VIF | FOM | MAE | Time (sec) |
|---|---|---|---|---|---|---|---|---|
Gaussian-Pyramid | 36.802396 | 0.9428098 | 15.64632606 | 3.8416323 | 0.771763 | 0.992644 | 3.0442557 | 0.0046311 |
Wavelet-coif4 | 25.737732 | 0.790638 | 178.1433303 | 12.892460 | 0.710824 | 0.992018 | 12.9735588 | 0.1743912 |
Wavelet-db4 | 25.640081 | 0.788820 | 184.5384376 | 12.484285 | 0.710745 | 0.991923 | 13.1610439 | 0.1062235 |
Wavelet-Haar | 26.6164154 | 0.788600 | 143.4125618 | 11.854359 | 0.714757 | 0.993376 | 11.6889089 | 0.094263 |
Wavelet-sym4 | 26.109799 | 0.783041 | 162.6687426 | 12.322558 | 0.712183 | 0.992352 | 12.4141359 | 0.1015763 |