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. 2019 Aug 26;33(2):497–503. doi: 10.1007/s10278-019-00264-6

Table 2.

Comparison of the fidelities of CNN images with three different kernel sizes in the first convolutional layer

Kernel size 9 × 9 5 × 5 3 × 3
RMSE 9.94 ± 3.97 8.13 ± 3.12 7.07 ± 2.59
PSNR [dB] 36.69 ± 1.66 38.33 ± 1.44 39.41 ± 1.37
SSIM 0.995 ± 0.002 0.997 ± 0.001 0.998 ± 0.001