Research Article
At the Traffic Intersection, Stopping, or Walking? Pedestrian Path Prediction Based on KPOF-GPDM for Driving Assistance
Table 4
Pedestrian lateral trajectory prediction error.
| Systems | State | | Walking | Stopping | 0 | 15 | 0 | 15 |
| KF | Mean | 0.28 | 0.62 | 0.43 | 1.27 | ±Std | 0.05 | 0.25 | 0.09 | 0.24 |
| IMM-KF | Mean | 0.34 | 0.58 | 0.62 | 1.15 | ±Std | 0.06 | 0.34 | 0.15 | 0.31 |
| HoM/Traj | Mean | 0.22 | 0.43 | 0.31 | 0.82 | ±Std | 0.03 | 0.13 | 0.09 | 0.24 |
| SFlow/GPDM | Mean | 0.17 | 0.51 | 0.37 | 0.54 | ±Std | 0.06 | 0.27 | 0.08 | 0.18 |
| KPOF-Net | Mean | 0.15 | 0.38 | 0.27 | 0.42 | 0 ± Std | 0.04 | 0.13 | 0.05 | 0.14 |
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