Table 2.
Mean values of SSIM and PSNR obtained by the considered methods when they are applied to reconstruct dense Z-spectra from experimentally acquired images at 11 frequency offsets.
Lorentzian | RNN | LSTM | GRU | TCN | TCN-LSTM | |
---|---|---|---|---|---|---|
SSIM | 0.9875 | 0.9967 | 0.9971 | 0.9973 | 0.9984 | 0.9989 |
PSNR | 47.7917 | 42.5169 | 42.6597 | 43.0040 | 45.8753 | 50.3227 |