From: Multiresolution generalized N dimension PCA for ultrasound image denoising
Denoising methods | MSE | SNR | PSNR | SSIM |
---|---|---|---|---|
The source image | 1766.6 | 50.32 | 15.66 | 0.4679 |
Bilateral filter | 388.63 | 57.01 | 22.24 | 0.7465 |
KSVD | 1046.8 | 52.70 | 17.93 | 0.8208 |
NLM | 1046.2 | 52.70 | 17.93 | 0.8056 |
Fourier ideal filtering | 849.51 | 53.61 | 18.84 | 0.5818 |
Fourier Butterworth | 810.66 | 53.81 | 19.04 | 0.6451 |
Median filter | 741.61 | 54.20 | 19.43 | 0.6678 |
Wavelet filter | 1039.7 | 52.73 | 17.96 | 0.5604 |
BM3DPCA | 936.26 | 53.19 | 18.42 | 0.8359 |
PGPCA | 457.91 | 56.29 | 21.52 | 0.8415 |
LPGPCA | 723.43 | 54.31 | 19.54 | 0.8405 |
MR-GND-PCA | 298.77 | 58.04 | 23.38 | 0.8452 |