Table 2.
Algorithm | CR | PRD (%) | SNR (dB) | Reconstruction Error (°C) |
---|---|---|---|---|
CS | 10 | 38.40 | 8.31 | 1.4143 |
LTC | 13.93 | 8.45 | 21.46 | 0.2904 |
DPCM-o | 13.85 | 8.00 | 21.94 | 0.2342 |
Stacked RBM-AE | 10 | 10.04 | 19.97 | 0.2815 |
Stacked RBM-VAE | 24 | 9.49 | 20.45 | 0.2926 |
CNN-AE | 24 | 3.80 | 28.39 | 0.1075 |
CBN-VAE | 24 | 2.37 | 32.51 | 0.0678 |
CBN-VAE-b | 10 | 1.70 | 35.40 | 0.0454 |
CBN-VAE-c | 40 | 2.52 | 31.98 | 0.0770 |