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. 2019 Aug 7;19(16):3445. doi: 10.3390/s19163445

Table 2.

Compression performance comparison.

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