Research Article

Neural Architectures for Correlated Noise Removal in Image Processing

Table 2


ā€‰SNR-RMS (the mean value)SNR (the mean value)Mean Peak SNR (the mean value)SSIM (the mean value)

Noisy images versus original images7.312817.219326.32170.5838
Cleaned images versus original images (NLMF)12.136721.636930.89440.8377
Cleaned images versus original images (ProbShrink)15.378723.707133.10430.8782
Cleaned images versus original images (BM3D)15.057323.524233.31600.8867
Cleaned images versus original images (the proposed method)19.596725.806735.01120.9163