Table 3.
Statistical analysis of the proposed masked face recognition technique over different algorithms.
| Statistical Measures | RSA-DS-AEAN33 | TFMOA-DS-AEAN34 | GOA-DS-AEAN35 | AOA-DS-AEAN31 | EAOA-DS-AEAN |
|---|---|---|---|---|---|
| For Dataset 1 | |||||
| Mean | 1.966034 | 1.555609 | 1.640998 | 1.731638 | 1.013628 |
| Standard deviation | 0.811465 | 0.56227 | 0.350447 | 0.839157 | 0.565627 |
| Worst | 5.723826 | 4.990873 | 3.077338 | 4.720293 | 4.454418 |
| Median | 1.572208 | 1.447998 | 1.440467 | 1.378789 | 0.885091 |
| Best | 1.502703 | 1.255088 | 1.440467 | 1.378789 | 0.885091 |
| For Dataset 2 | |||||
| Worst | 4.69854 | 3.04118 | 3.307179 | 1.362483 | 3.546474 |
| Standard deviation | 0.621178 | 0.438882 | 0.359072 | 0.003345 | 0.503078 |
| Median | 1.505841 | 1.628714 | 1.555422 | 1.362483 | 0.80441 |
| Best | 1.322905 | 1.378179 | 1.555422 | 1.355706 | 0.80441 |
| Mean | 1.747463 | 1.742884 | 1.654678 | 1.359637 | 0.974629 |