Research Article

A Hybrid Vision-Map Method for Urban Road Detection

Table 5

Performance comparison of unary potentials trained with different combination of features.

Feature set Image plane Bird eye view
UM UMM UU All UM UMM UU All

Basic 91.25 89.20 85.92 88.73 86.35 85.88 77.07 82.99
Basic + shadow 91.43 89.32 86.19 88.92 86.83 86.40 77.17 83.35
Basic + context 92.76 90.44 88.25 90.43 89.02 86.03 79.09 84.60
Basic + map 91.49 92.03 88.42 90.61 87.76 89.30 80.49 85.76
Full set 92.59 93.17 89.69 91.78 88.94 89.86 81.36 86.63