Research Article
An Effective Method for Sensing Power Safety Distance Based on Monocular Vision Depth Estimation
Table 3
Comparison between six kinds of computer vision methods on accuracy and speed.
| Method | Lower is better | Higher is better | AbsRel | RMSE | RMSE-log | SqRel | Speed (per picture) | Correct (%) |
| Binocular camera | 0.3398 | 7.9764 | 0.4283 | 1.8364 | 2.0 s | 64.46 | SFMlearner | 0.3081 | 7.6983 | 0.4887 | 2.8249 | 1.0 s | 68.42 | MonoDepth | 0.1898 | 5.9764 | 0.2283 | 0.8364 | 89 ms | 77.88 | DenseDepth | 0.1550 | 5.8630 | 0.2150 | 0.9051 | 1.0 s | 79.98 | Power density depth model | 0.1378 | 5.4645 | 0.1932 | 0.8363 | 69 ms | 85.36 |
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