Research Article

An Image Denoising Method Based on BM4D and GAN in 3D Shearlet Domain

Table 1

The results of the proposed method for Gaussian white noise with different standard deviations.

Image/PSNR

Cameraman39.1034.7933.0131.4330.1229.3728.6927.8026.78
Barbara38.4735.0834.1532.5931.2730.1129.2028.0527.98
Man38.0135.4932.7631.5930.3029.1228.9327.8126.82
Couple38.5835.3933.6231.3630.4529.7328.9928.4027.01
Hill38.4734.8832.9031.6330.8130.1629.5928.7727.96
Lena38.8135.9933.9433.2332.2731.5930.9130.1129.88
House39.0236.4735.1733.9733.2032.6832.0931.1230.79
F1639.7036.8535.3934.5133.1732.0131.7630.9930.51
Peppers37.3934.2833.0131.9131.6730.7330.8829.7029.15
Baboon35.9631.2928.1827.6026.1625.9225.4725.0124.89