表 1. Quantitative evaluation table of heart rate and respiratory rate comparison on the BP4D+ dataset.
BP4D+数据集上对比心率与呼吸频率的定量数据评价表
方法 | rPPG | 呼吸频率 | ||||
MAE | MAPE | ρ | MAE | MAPE | ρ | |
POS | 10.40 | 9.73 | 0.41 | — | — | — |
CHROM | 5.27 | 5.12 | 0.69 | — | — | — |
EfficientPhy | 8.86 | 9.85 | 0.41 | — | — | — |
MTTS-CAN | 2.86 | 3.27 | 0.85 | 3.88 | 18.88 | 0.11 |
DeepPhys | 2.68 | 3.07 | 0.86 | 3.51 | 17.06 | 0.20 |
BigSmall | 2.38 | 2.71 | 0.89 | 3.39 | 16.65 | 0.21 |
EMSTN | 2.25 | 2.56 | 0.90 | 3.34 | 16.54 | 0.22 |