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.

SystemsState
WalkingStopping
015015

KFMean0.280.620.431.27
±Std0.050.250.090.24

IMM-KFMean0.340.580.621.15
±Std0.060.340.150.31

HoM/TrajMean0.220.430.310.82
±Std0.030.130.090.24

SFlow/GPDMMean0.170.510.370.54
±Std0.060.270.080.18

KPOF-NetMean0.150.380.270.42
0 ± Std0.040.130.050.14